DataFrame
NO COMPARISON TARGET
76835
ROWS
0
DUPLICATES
249.0 MB
RAM
179
FEATURES
58
CATEGORICAL
118
NUMERICAL
3
TEXT
2.3.1
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
documento_identificación
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
358
(<1%)
305
<1%
-
-
df7b2a790bb0a6cd421936c2fcf6719bb845accca934b494e2a936ee9e70982d
305
<1%
-
-
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305
<1%
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-
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305
<1%
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305
<1%
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305
<1%
-
-
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305
<1%
-
-
087e955b29fb14a0939676839f94716a0d484c19c681e6a91ca658a1ed7527dd
74,700
97%
-
-
(Other)
2
moodle_user_id
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
367
(<1%)
ZEROES:
---
MAX
2,000
95%
1,903
Q3
1,816
AVG
1,729
MEDIAN
1,710
Q1
1,641
5%
1,580
MIN
1,554
RANGE
446
IQR
175
STD
107
VAR
11,351
KURT.
-0.744
SKEW
0.415
SUM
132.8M
3
year
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
4
edukrea_user_id
VALUES:
15,070
(20%)
MISSING:
61,765
(80%)
DISTINCT:
266
(<1%)
ZEROES:
---
MAX
340
95%
326
Q3
264
AVG
200
MEDIAN
199
Q1
133
5%
82
MIN
62
RANGE
278
IQR
131
STD
77.2
VAR
5,967
KURT.
-1.12
SKEW
0.079
SUM
3.0M
5
id_grado
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
11
(<1%)
ZEROES:
---
MAX
11.0
95%
11.0
Q3
8.0
MEDIAN
6.0
AVG
5.8
Q1
4.0
5%
1.0
MIN
1.0
RANGE
10.0
IQR
4.00
STD
2.77
VAR
7.69
KURT.
-0.887
SKEW
0.085
SUM
447k
6
sede
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
7
año_ingreso
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
8
antigüedad
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
9
género
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
10
fecha_nacimiento
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
338
(<1%)
655
<1%
-
-
2011-11-19
610
<1%
-
-
2008-05-27
595
<1%
-
-
2014-08-24
570
<1%
-
-
2009-09-18
540
<1%
-
-
2008-10-30
540
<1%
-
-
2008-09-24
540
<1%
-
-
2012-08-15
72,785
95%
-
-
(Other)
11
demuestra_confianza
VALUES:
74,310
(97%)
MISSING:
2,525
(3%)
DISTINCT:
5
(<1%)
12
país_origen
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
13
estrato
VALUES:
59,425
(77%)
MISSING:
17,410
(23%)
DISTINCT:
6
(<1%)
14
tipo_vivienda
VALUES:
59,425
(77%)
MISSING:
17,410
(23%)
DISTINCT:
3
(<1%)
15
zona_vivienda
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
16
horas_semana_estudio_casa
VALUES:
59,425
(77%)
MISSING:
17,410
(23%)
DISTINCT:
19
(<1%)
ZEROES:
22,905
(30%)
MAX
625
95%
7
Q3
2
AVG
4
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
625
IQR
2.00
STD
32.8
VAR
1,077
KURT.
342
SKEW
18.3
SUM
238k
17
interés_estudios_superiores
VALUES:
59,425
(77%)
MISSING:
17,410
(23%)
DISTINCT:
3
(<1%)
18
medio_transporte
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
19
apoyo_familiar
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
20
total_hermanos
VALUES:
59,425
(77%)
MISSING:
17,410
(23%)
DISTINCT:
8
(<1%)
21
familia
VALUES:
59,425
(77%)
MISSING:
17,410
(23%)
DISTINCT:
5
(<1%)
22
actividades_extracurriculares
VALUES:
59,425
(77%)
MISSING:
17,410
(23%)
DISTINCT:
9
(<1%)
23
enfermedades
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
24
proyección_vocacional
VALUES:
59,365
(77%)
MISSING:
17,470
(23%)
DISTINCT:
9
(<1%)
25
participación_clase
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
26
nee
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
27
valoración_emocional
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
327
(<1%)
1,420
2%
-
-
alumno creativo y sociable
1,395
2%
-
-
alumno carismatico y participativo en lo que le gusta
755
<1%
-
-
Timida
715
<1%
-
-
Alegre
680
<1%
-
-
alumno activo en las sesiones
610
<1%
-
-
La estudiante es resiliente con los temas propuestos en las sesioones de aprendizaje
610
<1%
-
-
El estudiante participa de maneras esporádicas en las sesiones con aprotes signnificativos
70,650
92%
-
-
(Other)
28
nivel_motivación
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
29
id_asignatura
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
18
(<1%)
ZEROES:
---
MAX
23.0
95%
13.0
Q3
10.0
MEDIAN
8.0
AVG
7.1
Q1
3.0
5%
1.0
MIN
1.0
RANGE
22.0
IQR
7.00
STD
4.18
VAR
17.5
KURT.
-0.768
SKEW
0.271
SUM
542k
30
period
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
31
dimensión
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
32
resultado
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
119
(<1%)
ZEROES:
---
MAX
100.0
95%
99.0
Q3
92.0
MEDIAN
88.0
AVG
85.7
Q1
81.0
5%
69.0
MIN
3.6
RANGE
96.4
IQR
11.0
STD
9.46
VAR
89.5
KURT.
4.71
SKEW
-1.49
SUM
6.6M
33
nivel
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
34
edad_estudiante
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
159
(<1%)
ZEROES:
---
MAX
240
95%
195
Q3
162
AVG
136
MEDIAN
136
Q1
109
5%
83
MIN
-1
RANGE
241
IQR
53.0
STD
35.2
VAR
1,236
KURT.
-0.635
SKEW
0.110
SUM
10.5M
35
count_login
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
119
(<1%)
ZEROES:
---
MAX
261
95%
85
Q3
51
AVG
38
MEDIAN
34
Q1
19
5%
4
MIN
1
RANGE
260
IQR
32.0
STD
25.7
VAR
661
KURT.
4.86
SKEW
1.32
SUM
2.9M
36
max_inactividad
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
1,354
(2%)
ZEROES:
---
MAX
2,424
95%
692
Q3
336
AVG
315
MEDIAN
282
Q1
167
5%
107
MIN
0
RANGE
2,424
IQR
169
STD
248
VAR
61,547
KURT.
18.8
SKEW
3.52
SUM
24.2M
37
count_login_mon
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
37
(<1%)
ZEROES:
16,980
(22%)
MAX
55.0
95%
18.0
Q3
9.0
AVG
5.7
MEDIAN
3.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
55.0
IQR
8.00
STD
6.54
VAR
42.7
KURT.
5.08
SKEW
1.83
SUM
439k
38
count_login_tue
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
37
(<1%)
ZEROES:
10,915
(14%)
MAX
49.0
95%
24.0
Q3
12.0
AVG
8.2
MEDIAN
7.0
Q1
2.0
5%
0.0
MIN
0.0
RANGE
49.0
IQR
10.0
STD
7.51
VAR
56.3
KURT.
1.12
SKEW
1.10
SUM
632k
39
count_login_wed
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
39
(<1%)
ZEROES:
13,785
(18%)
MAX
40.0
95%
21.0
Q3
12.0
AVG
7.4
MEDIAN
6.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
40.0
IQR
11.0
STD
7.09
VAR
50.3
KURT.
1.33
SKEW
1.16
SUM
566k
40
count_login_thu
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
44
(<1%)
ZEROES:
16,960
(22%)
MAX
50.0
95%
25.0
Q3
13.0
AVG
8.1
MEDIAN
5.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
50.0
IQR
12.0
STD
8.61
VAR
74.1
KURT.
1.13
SKEW
1.19
SUM
621k
41
count_login_fri
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
37
(<1%)
ZEROES:
25,575
(33%)
MAX
40.0
95%
19.0
Q3
9.0
AVG
5.6
MEDIAN
3.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
40.0
IQR
9.00
STD
6.78
VAR
45.9
KURT.
2.50
SKEW
1.51
SUM
430k
42
count_login_sat
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
16
(<1%)
ZEROES:
47,880
(62%)
MAX
30.0
95%
5.0
Q3
1.0
AVG
1.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
1.00
STD
2.17
VAR
4.73
KURT.
30.8
SKEW
4.07
SUM
83,375
43
count_login_sun
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
20
(<1%)
ZEROES:
39,995
(52%)
MAX
53.0
95%
7.0
Q3
2.0
AVG
1.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
53.0
IQR
2.00
STD
2.96
VAR
8.74
KURT.
76.5
SKEW
5.94
SUM
123k
44
count_jornada_madrugada
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
70,665
(92%)
MAX
44.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
44.0
IQR
0.00
STD
1.71
VAR
2.93
KURT.
405
SKEW
18.4
SUM
16,410
45
count_jornada_mañana
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
71
(<1%)
ZEROES:
2,405
(3%)
MAX
95.0
95%
49.0
Q3
30.0
AVG
21.1
MEDIAN
20.0
Q1
9.0
5%
1.0
MIN
0.0
RANGE
95.0
IQR
21.0
STD
14.8
VAR
220
KURT.
0.605
SKEW
0.773
SUM
1.6M
46
count_jornada_tarde
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
52
(<1%)
ZEROES:
3,755
(5%)
MAX
92.0
95%
31.0
Q3
17.0
AVG
12.2
MEDIAN
10.0
Q1
5.0
5%
1.0
MIN
0.0
RANGE
92.0
IQR
12.0
STD
9.79
VAR
95.9
KURT.
4.83
SKEW
1.54
SUM
938k
47
count_jornada_noche
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
36
(<1%)
ZEROES:
21,195
(28%)
MAX
47.0
95%
15.0
Q3
6.0
AVG
4.1
MEDIAN
2.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
47.0
IQR
6.00
STD
5.32
VAR
28.3
KURT.
9.19
SKEW
2.46
SUM
316k
48
login_consistency
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
890
(1%)
ZEROES:
---
MAX
19.0
95%
10.7
Q3
7.4
AVG
5.6
MEDIAN
5.5
Q1
3.4
5%
1.0
MIN
0.4
RANGE
18.6
IQR
4.03
STD
3.00
VAR
9.03
KURT.
0.505
SKEW
0.528
SUM
428k
49
dia_preferido
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
50
jornada_preferida
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
51
login_regularity_score
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
68
(<1%)
ZEROES:
73,005
(95%)
MAX
0.969
95%
0.000
Q3
0.000
AVG
0.008
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.969
IQR
0.00
STD
0.055
VAR
0.003
KURT.
122
SKEW
9.94
SUM
642
52
consecutive_days_max
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
19
(<1%)
ZEROES:
---
MAX
47.0
95%
7.0
Q3
4.0
AVG
3.5
MEDIAN
3.0
Q1
2.0
5%
1.0
MIN
1.0
RANGE
46.0
IQR
2.00
STD
2.54
VAR
6.48
KURT.
80.4
SKEW
6.09
SUM
269k
53
gaps_between_sessions_avg
VALUES:
75,390
(98%)
MISSING:
1,445
(2%)
DISTINCT:
1,350
(2%)
ZEROES:
---
MAX
842
95%
153
Q3
58
AVG
55
MEDIAN
38
Q1
26
5%
16
MIN
0
RANGE
842
IQR
31.3
STD
64.1
VAR
4,109
KURT.
36.0
SKEW
5.07
SUM
4.2M
54
engagement_decay
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
1,220
(2%)
ZEROES:
5,830
(8%)
MAX
1.00
95%
0.54
Q3
0.24
AVG
0.05
MEDIAN
0.03
Q1
-0.13
5%
-0.44
MIN
-0.94
RANGE
1.94
IQR
0.368
STD
0.297
VAR
0.088
KURT.
0.774
SKEW
-0.091
SUM
3,847
55
activity_percentile
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
119
(<1%)
ZEROES:
---
MAX
100.0
95%
95.9
Q3
79.6
MEDIAN
58.2
AVG
56.9
Q1
36.3
5%
11.2
MIN
1.9
RANGE
98.1
IQR
43.3
STD
26.4
VAR
697
KURT.
-0.979
SKEW
-0.217
SUM
4.4M
56
longest_inactivity_streak
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
1,354
(2%)
ZEROES:
---
MAX
101
95%
29
Q3
14
AVG
13
MEDIAN
12
Q1
7
5%
4
MIN
0
RANGE
101
IQR
7.05
STD
10.3
VAR
107
KURT.
18.8
SKEW
3.52
SUM
1.0M
57
intensidad
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
58
id_docente
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
36
(<1%)
ZEROES:
---
MAX
39.0
95%
38.0
Q3
31.0
MEDIAN
19.0
AVG
18.8
Q1
7.0
5%
1.0
MIN
1.0
RANGE
38.0
IQR
24.0
STD
12.5
VAR
155
KURT.
-1.41
SKEW
0.114
SUM
1.4M
59
rol_adicional
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
60
nivel_educativo
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
61
total_subjects
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
62
total_hours
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
31
(<1%)
ZEROES:
---
MAX
44.0
95%
41.0
Q3
29.0
MEDIAN
27.0
AVG
25.9
Q1
23.0
5%
9.0
MIN
2.0
RANGE
42.0
IQR
6.00
STD
7.81
VAR
61.1
KURT.
0.809
SKEW
-0.380
SUM
2.0M
63
unique_students_count
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
32
(<1%)
ZEROES:
---
MAX
189
95%
189
Q3
159
AVG
121
MEDIAN
111
Q1
85
5%
67
MIN
16
RANGE
173
IQR
74.0
STD
44.7
VAR
2,001
KURT.
-1.10
SKEW
0.223
SUM
9.3M
64
update_events_count
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
49
(<1%)
ZEROES:
965
(1%)
MAX
46,765
95%
18,057
Q3
11,979
AVG
9,109
MEDIAN
8,679
Q1
3,435
5%
1,417
MIN
0
RANGE
46,765
IQR
8,544
STD
6,782
VAR
46.0M
KURT.
6.38
SKEW
1.77
SUM
699.9M
65
years_experience_ficc
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
66
years_experience_total
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
15
(<1%)
ZEROES:
14,760
(19%)
MAX
23.0
95%
10.0
Q3
6.0
AVG
4.1
MEDIAN
3.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
23.0
IQR
5.00
STD
4.41
VAR
19.4
KURT.
4.84
SKEW
1.84
SUM
318k
67
age
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
20
(<1%)
ZEROES:
---
MAX
43.0
95%
39.0
Q3
30.0
AVG
26.8
MEDIAN
25.0
Q1
23.0
5%
21.0
MIN
19.0
RANGE
24.0
IQR
7.00
STD
5.37
VAR
28.8
KURT.
1.01
SKEW
1.23
SUM
2.1M
68
count_evaluation
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
28
(<1%)
ZEROES:
46,495
(61%)
MAX
29.0
95%
17.0
Q3
8.0
AVG
4.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
29.0
IQR
8.00
STD
6.36
VAR
40.4
KURT.
0.555
SKEW
1.35
SUM
312k
69
count_collaboration
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
15
(<1%)
ZEROES:
48,800
(64%)
MAX
16.0
95%
8.0
Q3
4.0
AVG
2.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
16.0
IQR
4.00
STD
3.37
VAR
11.4
KURT.
0.590
SKEW
1.34
SUM
164k
70
count_content
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
91
(<1%)
ZEROES:
---
MAX
98.0
95%
70.0
Q3
38.0
AVG
28.5
MEDIAN
20.0
Q1
16.0
5%
12.0
MIN
1.0
RANGE
97.0
IQR
22.0
STD
18.1
VAR
329
KURT.
2.33
SKEW
1.55
SUM
2.2M
71
count_in_english
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
24
(<1%)
ZEROES:
54,710
(71%)
MAX
23.0
95%
15.0
Q3
2.0
AVG
2.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
23.0
IQR
2.00
STD
5.08
VAR
25.8
KURT.
2.90
SKEW
1.97
SUM
200k
72
count_interactive
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
42
(<1%)
ZEROES:
49,060
(64%)
MAX
45.0
95%
21.0
Q3
7.0
AVG
4.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
45.0
IQR
7.00
STD
8.10
VAR
65.6
KURT.
5.27
SKEW
2.26
SUM
338k
73
num_modules
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
102
(<1%)
ZEROES:
---
MAX
107
95%
80
Q3
53
AVG
35
MEDIAN
22
Q1
16
5%
12
MIN
1
RANGE
106
IQR
37.0
STD
23.8
VAR
567
KURT.
-0.159
SKEW
0.957
SUM
2.7M
74
num_modules_updated
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
90
(<1%)
ZEROES:
2,480
(3%)
MAX
100
95%
68
Q3
45
AVG
27
MEDIAN
16
Q1
12
5%
2
MIN
0
RANGE
100
IQR
33.0
STD
22.1
VAR
487
KURT.
-0.541
SKEW
0.830
SUM
2.1M
75
num_teacher_views_before_planned_start_date
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
66
(<1%)
ZEROES:
23,280
(30%)
MAX
79.0
95%
42.0
Q3
13.0
AVG
10.2
MEDIAN
4.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
79.0
IQR
13.0
STD
14.6
VAR
212
KURT.
3.21
SKEW
1.87
SUM
785k
76
teacher_total_updates
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
488
(<1%)
ZEROES:
1,530
(2%)
MAX
5,200
95%
2,279
Q3
354
AVG
416
MEDIAN
87
Q1
35
5%
6
MIN
0
RANGE
5,200
IQR
319
STD
769
VAR
591k
KURT.
8.39
SKEW
2.79
SUM
32.0M
77
teacher_total_views
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
310
(<1%)
ZEROES:
9,755
(13%)
MAX
1,357
95%
489
Q3
128
AVG
107
MEDIAN
28
Q1
9
5%
0
MIN
0
RANGE
1,357
IQR
119
STD
188
VAR
35,339
KURT.
14.2
SKEW
3.41
SUM
8.2M
78
student_total_views
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
408
(<1%)
ZEROES:
18,420
(24%)
MAX
3,387
95%
1,883
Q3
470
AVG
363
MEDIAN
13
Q1
1
5%
0
MIN
0
RANGE
3,387
IQR
469
STD
641
VAR
411k
KURT.
3.48
SKEW
2.02
SUM
27.9M
79
student_total_interactions
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
260
(<1%)
ZEROES:
46,420
(60%)
MAX
10,325
95%
1,041
Q3
109
AVG
199
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
10,325
IQR
109
STD
643
VAR
414k
KURT.
133
SKEW
9.55
SUM
15.3M
80
min_days_since_creation
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
213
(<1%)
ZEROES:
2,180
(3%)
MAX
1,727
95%
1,713
Q3
1,467
MEDIAN
1,089
AVG
820
Q1
0
5%
-14
MIN
-57
RANGE
1,784
IQR
1,467
STD
687
VAR
471k
KURT.
-1.76
SKEW
-0.136
SUM
63.0M
81
max_days_since_creation
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
124
(<1%)
ZEROES:
---
MAX
2,011
95%
1,850
Q3
1,764
MEDIAN
1,624
AVG
1,611
Q1
1,470
5%
1,407
MIN
164
RANGE
1,847
IQR
294
STD
182
VAR
33,209
KURT.
21.3
SKEW
-2.88
SUM
123.7M
82
avg_days_since_creation
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
715
(<1%)
ZEROES:
---
MAX
1,768
95%
1,738
Q3
1,529
MEDIAN
1,405
AVG
1,278
Q1
1,194
5%
367
MIN
40
RANGE
1,728
IQR
335
STD
404
VAR
163k
KURT.
0.714
SKEW
-1.32
SUM
98.2M
83
median_days_since_creation
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
300
(<1%)
ZEROES:
---
MAX
1,768
95%
1,738
Q3
1,578
MEDIAN
1,454
AVG
1,290
Q1
1,374
5%
11
MIN
-4
RANGE
1,772
IQR
204
STD
521
VAR
272k
KURT.
1.44
SKEW
-1.74
SUM
99.1M
84
avg_days_since_last_update
VALUES:
75,305
(98%)
MISSING:
1,530
(2%)
DISTINCT:
764
(<1%)
ZEROES:
1,555
(2%)
MAX
821
95%
357
Q3
6
AVG
47
MEDIAN
-1
Q1
-4
5%
-21
MIN
-184
RANGE
1,005
IQR
9.71
STD
130
VAR
16,999
KURT.
9.21
SKEW
2.91
SUM
3.5M
85
median_days_since_last_update
VALUES:
75,305
(98%)
MISSING:
1,530
(2%)
DISTINCT:
167
(<1%)
ZEROES:
17,285
(22%)
MAX
1,087
95%
361
Q3
0
AVG
47
MEDIAN
-1
Q1
-2
5%
-15
MIN
-222
RANGE
1,308
IQR
2.00
STD
142
VAR
20,109
KURT.
13.5
SKEW
3.28
SUM
3.5M
86
percent_evaluation
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
46
(<1%)
ZEROES:
46,495
(61%)
MAX
0.480
95%
0.290
Q3
0.190
AVG
0.080
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.480
IQR
0.190
STD
0.115
VAR
0.013
KURT.
-0.153
SKEW
1.09
SUM
6,120
87
percent_collaboration
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
26
(<1%)
ZEROES:
48,800
(64%)
MAX
0.310
95%
0.150
Q3
0.080
AVG
0.036
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.310
IQR
0.080
STD
0.055
VAR
0.003
KURT.
1.13
SKEW
1.41
SUM
2,733
88
percent_content
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
54
(<1%)
ZEROES:
---
MAX
1.000
95%
1.000
Q3
1.000
MEDIAN
1.000
AVG
0.886
Q1
0.760
5%
0.600
MIN
0.410
RANGE
0.590
IQR
0.240
STD
0.154
VAR
0.024
KURT.
-0.449
SKEW
-1.02
SUM
68,088
89
percent_in_english
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
38
(<1%)
ZEROES:
54,710
(71%)
MAX
0.470
95%
0.220
Q3
0.040
AVG
0.042
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.470
IQR
0.040
STD
0.080
VAR
0.006
KURT.
2.54
SKEW
1.86
SUM
3,239
90
percent_interactive
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
45
(<1%)
ZEROES:
49,060
(64%)
MAX
0.440
95%
0.300
Q3
0.120
AVG
0.066
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.440
IQR
0.120
STD
0.107
VAR
0.011
KURT.
1.28
SKEW
1.52
SUM
5,079
91
percent_updated
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
93
(<1%)
ZEROES:
2,480
(3%)
MAX
1.00
95%
1.00
Q3
0.97
MEDIAN
0.86
AVG
0.75
Q1
0.62
5%
0.12
MIN
0.00
RANGE
1.00
IQR
0.350
STD
0.274
VAR
0.075
KURT.
0.680
SKEW
-1.25
SUM
57,813
92
num_students
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
16
(<1%)
ZEROES:
---
MAX
24.0
95%
22.0
Q3
20.0
MEDIAN
17.0
AVG
16.8
Q1
15.0
5%
10.0
MIN
4.0
RANGE
20.0
IQR
5.00
STD
3.60
VAR
13.0
KURT.
0.808
SKEW
-0.481
SUM
1.3M
93
num_students_viewed
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
25
(<1%)
ZEROES:
18,420
(24%)
MAX
24.0
95%
21.0
Q3
14.0
AVG
7.0
MEDIAN
3.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
24.0
IQR
13.0
STD
7.35
VAR
54.0
KURT.
-1.07
SKEW
0.660
SUM
538k
94
num_students_interacted
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
24
(<1%)
ZEROES:
46,500
(61%)
MAX
23.0
95%
20.0
Q3
10.0
AVG
4.7
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
23.0
IQR
10.0
STD
7.10
VAR
50.4
KURT.
-0.156
SKEW
1.18
SUM
361k
95
num_modules_viewed
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
300
(<1%)
ZEROES:
18,420
(24%)
MAX
975
95%
616
Q3
151
AVG
120
MEDIAN
8
Q1
1
5%
0
MIN
0
RANGE
975
IQR
150
STD
206
VAR
42,378
KURT.
3.13
SKEW
1.96
SUM
9.2M
96
avg_views_per_student
VALUES:
58,415
(76%)
MISSING:
18,420
(24%)
DISTINCT:
481
(<1%)
ZEROES:
---
MAX
14.0
95%
3.8
Q3
2.7
AVG
2.2
MEDIAN
2.1
Q1
1.4
5%
1.0
MIN
1.0
RANGE
13.0
IQR
1.33
STD
1.02
VAR
1.05
KURT.
26.4
SKEW
2.96
SUM
127k
97
median_views_per_student
VALUES:
58,415
(76%)
MISSING:
18,420
(24%)
DISTINCT:
13
(<1%)
ZEROES:
---
MAX
14.0
95%
2.5
Q3
2.0
MEDIAN
2.0
AVG
1.6
Q1
1.0
5%
1.0
MIN
1.0
RANGE
13.0
IQR
1.00
STD
0.843
VAR
0.710
KURT.
74.8
SKEW
6.15
SUM
94,952
98
avg_interactions_per_student
VALUES:
58,415
(76%)
MISSING:
18,420
(24%)
DISTINCT:
391
(<1%)
ZEROES:
28,080
(37%)
MAX
16.5
95%
1.9
Q3
0.9
AVG
0.5
MEDIAN
0.1
Q1
0.0
5%
0.0
MIN
0.0
RANGE
16.5
IQR
0.856
STD
0.989
VAR
0.978
KURT.
123
SKEW
8.46
SUM
30,524
99
median_interactions_per_student
VALUES:
58,415
(76%)
MISSING:
18,420
(24%)
DISTINCT:
5
(<1%)
100
id_least_viewed_module
VALUES:
58,415
(76%)
MISSING:
18,420
(24%)
DISTINCT:
806
(1%)
ZEROES:
---
MAX
151k
95%
148k
Q3
138k
MEDIAN
131k
AVG
110k
Q1
90k
5%
11k
MIN
1k
RANGE
150k
IQR
48,165
STD
44,843
VAR
2.0B
KURT.
0.135
SKEW
-1.29
SUM
6.4B
101
students_viewed_least_module
VALUES:
58,415
(76%)
MISSING:
18,420
(24%)
DISTINCT:
8
(<1%)
102
id_most_late_opened_module
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
1,030
(1%)
ZEROES:
---
MAX
151k
95%
147k
Q3
136k
MEDIAN
128k
AVG
104k
Q1
72k
5%
7k
MIN
1k
RANGE
150k
IQR
63,943
STD
45,384
VAR
2.1B
KURT.
-0.405
SKEW
-1.05
SUM
8.0B
103
days_before_start
VALUES:
58,415
(76%)
MISSING:
18,420
(24%)
DISTINCT:
37
(<1%)
ZEROES:
---
MAX
-19,754
95%
-19,754
Q3
-19,828
MEDIAN
-19,912
AVG
-19,917
Q1
-19,975
5%
-20,129
MIN
-20,171
RANGE
417
IQR
147
STD
128
VAR
16,324
KURT.
-0.934
SKEW
-0.428
SUM
-1.2B
104
percent_modules_out_of_date
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
60
(<1%)
ZEROES:
25,605
(33%)
MAX
0.630
95%
0.470
Q3
0.200
AVG
0.118
MEDIAN
0.020
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.630
IQR
0.200
STD
0.161
VAR
0.026
KURT.
0.292
SKEW
1.26
SUM
9,029
105
percent_students_viewed
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
71
(<1%)
ZEROES:
18,420
(24%)
MAX
1.00
95%
1.00
Q3
0.88
AVG
0.41
MEDIAN
0.20
Q1
0.05
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.830
STD
0.406
VAR
0.165
KURT.
-1.61
SKEW
0.390
SUM
31,662
106
percent_students_interacted
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
71
(<1%)
ZEROES:
46,500
(61%)
MAX
1.00
95%
1.00
Q3
0.67
AVG
0.27
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.670
STD
0.392
VAR
0.153
KURT.
-0.892
SKEW
0.949
SUM
20,899
107
percent_modules_viewed
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
396
(<1%)
ZEROES:
18,420
(24%)
MAX
13.8
95%
8.7
Q3
3.4
AVG
2.1
MEDIAN
0.3
Q1
0.1
5%
0.0
MIN
0.0
RANGE
13.8
IQR
3.30
STD
2.99
VAR
8.94
KURT.
1.34
SKEW
1.52
SUM
158k
108
total_modules
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
102
(<1%)
ZEROES:
---
MAX
107
95%
80
Q3
53
AVG
35
MEDIAN
22
Q1
16
5%
12
MIN
1
RANGE
106
IQR
37.0
STD
23.8
VAR
567
KURT.
-0.159
SKEW
0.957
SUM
2.7M
109
modules_viewed
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
76
(<1%)
ZEROES:
43,935
(57%)
MAX
83.0
95%
37.0
Q3
8.0
AVG
7.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
83.0
IQR
8.00
STD
12.7
VAR
162
KURT.
4.15
SKEW
2.13
SUM
536k
110
modules_participated
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
56
(<1%)
ZEROES:
55,260
(72%)
MAX
59.0
95%
16.0
Q3
1.0
AVG
2.5
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
59.0
IQR
1.00
STD
6.21
VAR
38.5
KURT.
14.3
SKEW
3.48
SUM
194k
111
percent_modules_viewed_interacciones_de_estudiantes
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
1,564
(2%)
ZEROES:
43,935
(57%)
MAX
0.890
95%
0.559
Q3
0.188
AVG
0.121
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.890
IQR
0.188
STD
0.195
VAR
0.038
KURT.
1.89
SKEW
1.67
SUM
9,321
112
percent_modules_participated
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
951
(1%)
ZEROES:
55,260
(72%)
MAX
0.726
95%
0.227
Q3
0.025
AVG
0.038
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.726
IQR
0.025
STD
0.085
VAR
0.007
KURT.
9.78
SKEW
2.95
SUM
2,898
113
has_viewed_all_modules
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
114
has_participated_all_modules
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
115
total_views
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
269
(<1%)
ZEROES:
43,935
(57%)
MAX
582
95%
101
Q3
18
AVG
19
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
582
IQR
18.0
STD
39.8
VAR
1,582
KURT.
17.4
SKEW
3.39
SUM
1.5M
116
total_interactions
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
216
(<1%)
ZEROES:
55,260
(72%)
MAX
1,753
95%
49
Q3
3
AVG
9
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,753
IQR
3.00
STD
34.6
VAR
1,196
KURT.
827
SKEW
21.6
SUM
678k
117
avg_views_per_module
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
382
(<1%)
ZEROES:
43,935
(57%)
MAX
8.11
95%
1.61
Q3
0.40
AVG
0.33
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
8.11
IQR
0.400
STD
0.632
VAR
0.399
KURT.
14.1
SKEW
3.07
SUM
25,118
118
avg_interactions_per_module
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
248
(<1%)
ZEROES:
55,260
(72%)
MAX
20.1
95%
0.7
Q3
0.1
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
20.1
IQR
0.050
STD
0.424
VAR
0.180
KURT.
636
SKEW
18.0
SUM
9,798
119
median_views_per_module
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
70,945
(92%)
MAX
6.00
95%
1.00
Q3
0.00
AVG
0.09
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
6.00
IQR
0.00
STD
0.360
VAR
0.130
KURT.
39.8
SKEW
5.30
SUM
7,062
120
median_interactions_per_module
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
121
min_views_per_module
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
122
min_interactions_per_module
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
123
max_views_in_a_module
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
67
(<1%)
ZEROES:
43,935
(57%)
MAX
103
95%
14
Q3
4
AVG
3
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
103
IQR
4.00
STD
6.06
VAR
36.7
KURT.
28.5
SKEW
4.02
SUM
241k
124
max_interactions_in_a_module
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
108
(<1%)
ZEROES:
55,260
(72%)
MAX
1,712
95%
12
Q3
2
AVG
3
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,712
IQR
2.00
STD
25.7
VAR
662
KURT.
2,480
SKEW
45.7
SUM
230k
125
std_views_per_module
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
569
(<1%)
ZEROES:
43,935
(57%)
MAX
13.3
95%
2.7
Q3
1.0
AVG
0.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
13.3
IQR
0.970
STD
1.07
VAR
1.15
KURT.
12.3
SKEW
2.81
SUM
47,619
126
std_interactions_per_module
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
548
(<1%)
ZEROES:
55,260
(72%)
MAX
184
95%
2
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
184
IQR
0.330
STD
2.83
VAR
7.98
KURT.
2,243
SKEW
42.5
SUM
34,324
127
interaction_to_view_ratio
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
2,007
(3%)
ZEROES:
55,260
(72%)
MAX
27.2
95%
0.8
Q3
0.1
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
27.2
IQR
0.111
STD
0.640
VAR
0.409
KURT.
688
SKEW
21.7
SUM
12,121
128
log_total_views
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
269
(<1%)
ZEROES:
43,935
(57%)
MAX
6.37
95%
4.62
Q3
2.94
AVG
1.33
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
6.37
IQR
2.94
STD
1.77
VAR
3.12
KURT.
-0.856
SKEW
0.867
SUM
102k
129
log_total_interactions
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
216
(<1%)
ZEROES:
55,260
(72%)
MAX
7.47
95%
3.91
Q3
1.39
AVG
0.80
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
7.47
IQR
1.39
STD
1.41
VAR
1.99
KURT.
0.923
SKEW
1.51
SUM
61,291
130
avg_days_before_start
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
5,831
(8%)
ZEROES:
43,935
(57%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-2,421
Q1
-3,763
5%
-11,192
MIN
-17,749
RANGE
17,749
IQR
3,763
STD
3,892
VAR
15.1M
KURT.
1.86
SKEW
-1.66
SUM
-186.0M
131
avg_days_after_end
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
5,830
(8%)
ZEROES:
43,935
(57%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-2,422
Q1
-3,765
5%
-11,196
MIN
-17,755
RANGE
17,755
IQR
3,765
STD
3,893
VAR
15.2M
KURT.
1.86
SKEW
-1.66
SUM
-186.1M
132
std_days_before_start
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
5,874
(8%)
ZEROES:
43,935
(57%)
MAX
11,640
95%
9,977
Q3
7,842
AVG
3,334
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
11,640
IQR
7,842
STD
4,108
VAR
16.9M
KURT.
-1.43
SKEW
0.585
SUM
256.1M
133
std_days_after_end
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
5,882
(8%)
ZEROES:
43,935
(57%)
MAX
11,644
95%
9,981
Q3
7,845
AVG
3,335
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
11,644
IQR
7,845
STD
4,109
VAR
16.9M
KURT.
-1.43
SKEW
0.585
SUM
256.2M
134
min_days_before_start
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
41
(<1%)
ZEROES:
43,935
(57%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-8,545
Q1
-19,926
5%
-20,164
MIN
-20,171
RANGE
20,171
IQR
19,926
STD
9,876
VAR
97.5M
KURT.
-1.92
SKEW
-0.290
SUM
-656.6M
135
min_days_after_end
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
41
(<1%)
ZEROES:
43,935
(57%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-8,548
Q1
-19,933
5%
-20,171
MIN
-20,178
RANGE
20,178
IQR
19,933
STD
9,879
VAR
97.6M
KURT.
-1.92
SKEW
-0.290
SUM
-656.8M
136
max_days_after_end
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
137
max_days_before_start
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
138
median_days_before_start
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
48
(<1%)
ZEROES:
70,895
(92%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-1,482
Q1
0
5%
-19,828
MIN
-20,150
RANGE
20,150
IQR
0.00
STD
5,169
VAR
26.7M
KURT.
8.58
SKEW
-3.24
SUM
-113.8M
139
median_days_after_end
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
48
(<1%)
ZEROES:
70,895
(92%)
MAX
0
95%
0
Q3
0
MEDIAN
0
AVG
-1,482
Q1
0
5%
-19,835
MIN
-20,157
RANGE
20,157
IQR
0.00
STD
5,171
VAR
26.7M
KURT.
8.58
SKEW
-3.24
SUM
-113.9M
140
on_time_rate
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
141
late_rate
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
142
early_access_count
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
143
late_access_count
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
144
iqr_views
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
33
(<1%)
ZEROES:
60,705
(79%)
MAX
9.00
95%
2.00
Q3
0.00
AVG
0.35
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
9.00
IQR
0.00
STD
0.810
VAR
0.656
KURT.
12.5
SKEW
3.02
SUM
26,890
145
skew_views
VALUES:
32,900
(43%)
MISSING:
43,935
(57%)
DISTINCT:
4,972
(6%)
ZEROES:
15
(<1%)
MAX
10.1
95%
6.2
Q3
3.9
AVG
3.2
MEDIAN
2.9
Q1
2.1
5%
1.2
MIN
-0.5
RANGE
10.6
IQR
1.85
STD
1.54
VAR
2.36
KURT.
1.42
SKEW
1.06
SUM
105k
146
kurtosis_views
VALUES:
32,900
(43%)
MISSING:
43,935
(57%)
DISTINCT:
5,250
(7%)
ZEROES:
---
MAX
100
95%
38
Q3
16
AVG
12
MEDIAN
8
Q1
4
5%
1
MIN
-2
RANGE
102
IQR
11.9
STD
13.1
VAR
171
KURT.
7.58
SKEW
2.32
SUM
407k
147
relative_views_percentile
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
247
(<1%)
ZEROES:
---
MAX
100.0
95%
97.1
Q3
58.8
AVG
54.0
MEDIAN
52.3
Q1
44.4
5%
18.2
MIN
4.2
RANGE
95.8
IQR
14.4
STD
21.0
VAR
440
KURT.
0.227
SKEW
0.419
SUM
4.1M
148
relative_interaction_percentile
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
251
(<1%)
ZEROES:
---
MAX
100.0
95%
90.6
Q3
53.9
AVG
53.6
MEDIAN
52.9
Q1
52.3
5%
22.7
MIN
4.2
RANGE
95.8
IQR
1.58
STD
16.6
VAR
276
KURT.
2.06
SKEW
0.358
SUM
4.1M
149
zscore_views
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
5,453
(7%)
ZEROES:
18,475
(24%)
MAX
4.69
95%
1.93
Q3
0.00
AVG
0.03
MEDIAN
-0.18
Q1
-0.38
5%
-0.88
MIN
-2.26
RANGE
6.96
IQR
0.378
STD
0.856
VAR
0.732
KURT.
6.22
SKEW
2.19
SUM
2,130
150
zscore_interactions
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
3,587
(5%)
ZEROES:
46,555
(61%)
MAX
4.25
95%
1.23
Q3
0.00
AVG
0.01
MEDIAN
0.00
Q1
0.00
5%
-0.81
MIN
-2.53
RANGE
6.78
IQR
0.00
STD
0.614
VAR
0.376
KURT.
9.48
SKEW
2.20
SUM
1,060
151
mid_week_engagement
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
152
teacher_id_docente
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
36
(<1%)
ZEROES:
---
MAX
39.0
95%
38.0
Q3
31.0
MEDIAN
19.0
AVG
18.8
Q1
7.0
5%
1.0
MIN
1.0
RANGE
38.0
IQR
24.0
STD
12.5
VAR
155
KURT.
-1.41
SKEW
0.114
SUM
1.4M
153
teacher_sede
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
154
teacher_nombre
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
36
(<1%)
155
teacher_año_nacimiento
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
19
(<1%)
ZEROES:
---
MAX
2,005.0
95%
2,003.0
Q3
2,001.0
MEDIAN
1,999.0
AVG
1,997.4
Q1
1,994.0
5%
1,985.0
MIN
1,982.0
RANGE
23.0
IQR
7.00
STD
5.31
VAR
28.2
KURT.
1.07
SKEW
-1.24
SUM
153.5M
156
teacher_rol_adicional
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
157
teacher_año_inicio_ficc
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
158
teacher_año_inicio_laboral
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
13
(<1%)
ZEROES:
---
MAX
2,024.0
95%
2,024.0
Q3
2,023.0
MEDIAN
2,021.0
AVG
2,020.1
Q1
2,018.0
5%
2,014.0
MIN
2,002.0
RANGE
22.0
IQR
5.00
STD
4.38
VAR
19.2
KURT.
5.04
SKEW
-1.88
SUM
155.2M
159
teacher_nivel_educativo
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
160
teacher_moodle_user_id_x
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
36
(<1%)
ZEROES:
---
MAX
1,925
95%
1,919
Q3
1,529
MEDIAN
1,513
AVG
1,251
Q1
1,037
5%
111
MIN
45
RANGE
1,880
IQR
492
STD
471
VAR
221k
KURT.
0.535
SKEW
-1.15
SUM
96.1M
161
teacher_edukrea_user_id_x
VALUES:
21,285
(28%)
MISSING:
55,550
(72%)
DISTINCT:
9
(<1%)
162
teacher_total_subjects
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
163
teacher_total_hours
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
31
(<1%)
ZEROES:
---
MAX
44.0
95%
41.0
Q3
29.0
MEDIAN
27.0
AVG
25.9
Q1
23.0
5%
9.0
MIN
2.0
RANGE
42.0
IQR
6.00
STD
7.81
VAR
61.1
KURT.
0.809
SKEW
-0.380
SUM
2.0M
164
teacher_unique_students_count
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
32
(<1%)
ZEROES:
---
MAX
189
95%
189
Q3
159
AVG
121
MEDIAN
111
Q1
85
5%
67
MIN
16
RANGE
173
IQR
74.0
STD
44.7
VAR
2,001
KURT.
-1.10
SKEW
0.223
SUM
9.3M
165
teacher_update_events_count
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
49
(<1%)
ZEROES:
965
(1%)
MAX
46,765
95%
18,057
Q3
11,979
AVG
9,109
MEDIAN
8,679
Q1
3,435
5%
1,417
MIN
0
RANGE
46,765
IQR
8,544
STD
6,782
VAR
46.0M
KURT.
6.38
SKEW
1.77
SUM
699.9M
166
teacher_year
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
167
teacher_years_experience_ficc
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
168
teacher_years_experience_total
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
15
(<1%)
ZEROES:
14,760
(19%)
MAX
23.0
95%
10.0
Q3
6.0
AVG
4.1
MEDIAN
3.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
23.0
IQR
5.00
STD
4.41
VAR
19.4
KURT.
4.84
SKEW
1.84
SUM
318k
169
teacher_age
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
20
(<1%)
ZEROES:
---
MAX
43.0
95%
39.0
Q3
30.0
AVG
26.8
MEDIAN
25.0
Q1
23.0
5%
21.0
MIN
19.0
RANGE
24.0
IQR
7.00
STD
5.37
VAR
28.8
KURT.
1.01
SKEW
1.23
SUM
2.1M
170
teacher_moodle_user_id_y
VALUES:
76,505
(>99%)
MISSING:
330
(<1%)
DISTINCT:
35
(<1%)
ZEROES:
---
MAX
1,925
95%
1,920
Q3
1,529
MEDIAN
1,513
AVG
1,251
Q1
1,037
5%
111
MIN
45
RANGE
1,880
IQR
492
STD
471
VAR
222k
KURT.
0.528
SKEW
-1.15
SUM
95.7M
171
teacher_edukrea_user_id_y
VALUES:
18,600
(24%)
MISSING:
58,235
(76%)
DISTINCT:
7
(<1%)
172
teacher_experiencia_ficc_percentil
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
173
teacher_experiencia_total_percentil
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
15
(<1%)
ZEROES:
---
MAX
100.0
95%
89.4
Q3
69.2
AVG
45.0
MEDIAN
42.3
Q1
21.2
5%
6.7
MIN
6.7
RANGE
93.3
IQR
48.1
STD
29.6
VAR
876
KURT.
-1.35
SKEW
0.183
SUM
3.5M
174
teacher_nivel_educativo_num
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
175
teacher_nivel_educativo_percentil
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
176
teacher_experiencia_nivel
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
26
(<1%)
ZEROES:
---
MAX
37.8
95%
31.9
Q3
20.8
AVG
18.1
MEDIAN
17.3
Q1
15.9
5%
3.5
MIN
1.9
RANGE
36.0
IQR
4.90
STD
7.66
VAR
58.7
KURT.
0.446
SKEW
0.049
SUM
1.4M
177
teacher_experiencia_nivel_ficc
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
19
(<1%)
ZEROES:
---
MAX
30.8
95%
29.4
Q3
18.0
MEDIAN
16.6
AVG
16.1
Q1
15.9
5%
3.3
MIN
1.2
RANGE
29.7
IQR
2.10
STD
6.79
VAR
46.0
KURT.
0.676
SKEW
-0.304
SUM
1.2M
178
median_resultado
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
74
(<1%)
ZEROES:
---
MAX
100.0
95%
95.0
Q3
90.0
MEDIAN
87.0
AVG
86.7
Q1
83.0
5%
76.5
MIN
45.0
RANGE
55.0
IQR
7.00
STD
5.80
VAR
33.7
KURT.
1.41
SKEW
-0.483
SUM
6.7M
179
ds_resultado
VALUES:
76,835
(100%)
MISSING:
---
DISTINCT:
251
(<1%)
ZEROES:
14,775
(19%)
MAX
55
95%
10
Q3
3
MEDIAN
0
AVG
-1
Q1
-4
5%
-15
MIN
-92
RANGE
147
IQR
7.00
STD
8.00
VAR
63.9
KURT.
8.94
SKEW
-1.67
SUM
-77,558
Associations
[Only including dataset "DataFrame"]
Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
documento_identificación
MISSING:
---
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305
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305
<1%
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300
<1%
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300
<1%
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300
<1%
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300
<1%
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f849b7ddc5952753897d96b511862578357798a66b1afdadee8a9b9a8db5f75b
300
<1%
-
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f482c47d3744396844e8df38801b451b938af98a1533323d8e0e98f3b0fe4c3c
300
<1%
-
-
11ab039fd42e7d8c68bb618bdfad409825800cc0f9549064d173201d8a075a20
300
<1%
-
-
63354f7b2a9f32a5be8dd585d7217ee1d4b0d044f3f119bc696d3ccd003a2033
300
<1%
-
-
bc1f8868dae6ad22f0b77711d9d34d9c952b7feb3fbd2f3191651b484cdb9d83
300
<1%
-
-
60760d10f05d6f83c50b1a4fd9cc94d5eb8f2925d7cdcf880a7f0691277d91c7
300
<1%
-
-
25c44e7970bd372d3c673262d569a3478205dc39e5e29834bd2363030c4ffdf4
300
<1%
-
-
dc6c54b345b4c051aac5b29f89783af05be02ea586bbf9ca00f93291b2c34dfd
300
<1%
-
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300
<1%
-
-
b2a0cd6a0c78a0a8f181ac9c3d6e61793d1436eb82652ebccc6312671ea2f797
300
<1%
-
-
7012dd59719c256d8154fa0a37e40be8a3b8c514a24549924d2d7379a35191ac
300
<1%
-
-
5146a15600b1c742bbfa8d737e74cc7ee9af5ef4f8f367d37a353312abb89211
300
<1%
-
-
4bbde238d40f2cfeb6d52f7beb2b613e1ddb90f026b30fa57a720f715545fbe6
300
<1%
-
-
86dd6a3b1244d86ead1d62d74662214173aa988b3799bca44142f1d1375a9df8
300
<1%
-
-
a1ff91816a0fe686e24578ddbd456994a1bdce41a26fff49db70f42ea3d34b0b
300
<1%
-
-
c124640b1135e29dfb4100c6c616e65ff1ce777558a7964befa3d13151c07815
300
<1%
-
-
6b6353dcf3a6022a517277ec473b8a922dc82735e01b45c67cad76da496c899c
300
<1%
-
-
90c42be585c83aa9d073e44e6273645b12647ea06ca3744ec3cbd5c82a0470d9
300
<1%
-
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300
<1%
-
-
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300
<1%
-
-
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300
<1%
-
-
1713bea9f5fd9587c41c9db8e94c67ae09712f7faf4f4174259c61352e50895e
300
<1%
-
-
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300
<1%
-
-
4df7356b1f5cf0864dc53266f49b37d5843060af8e567efe4b86131a608b33c7
300
<1%
-
-
0855da69081ca96039f1212cc27fc932a605bb8bd9155aaf6e28f60cd81324b6
300
<1%
-
-
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300
<1%
-
-
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300
<1%
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300
<1%
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300
<1%
-
-
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300
<1%
-
-
90b13851ee74e60a557bfb8b61ed0c1e62f44f967bc71d76c2fa8c564bfb265a
300
<1%
-
-
ec1e60fb1a01bc9f580d69ba2a1eab6b1d560c866f1c88f8002a65bc8661cd54
300
<1%
-
-
1840787331401aa75f200ce56e625e0f265e687e25f66531bddb598bca8edbe1
58,715
76%
-
-
(Other)
moodle_user_id
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

edukrea_user_id
0.58
num_students
-0.31
unique_students_count
-0.30
teacher_unique_students_count
-0.30
teacher_total_updates
-0.23
id_grado
0.22
edad_estudiante
0.19
min_days_since_creation
-0.19
skew_views
0.18
total_hours
0.17
teacher_total_hours
0.17
kurtosis_views
0.16
count_in_english
-0.15
days_before_start
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.67
sede
0.61
teacher_sede
0.61
año_ingreso
0.46
demuestra_confianza
0.44
antigüedad
0.34
teacher_edukrea_user_id_x
0.33
teacher_edukrea_user_id_y
0.33
nivel_educativo
0.28
teacher_nivel_educativo
0.28
teacher_nivel_educativo_num
0.28
teacher_nivel_educativo_percentil
0.28
teacher_año_inicio_ficc
0.25
proyección_vocacional
0.24
MOST FREQUENT VALUES

1715
305
0.4%
1706
305
0.4%
1720
305
0.4%
1721
305
0.4%
1722
305
0.4%
1723
305
0.4%
1697
305
0.4%
1699
305
0.4%
1700
305
0.4%
1718
305
0.4%
1702
305
0.4%
1704
305
0.4%
1717
305
0.4%
1703
305
0.4%
1707
305
0.4%
SMALLEST VALUES

1554
55
<0.1%
1555
55
<0.1%
1558
55
<0.1%
1560
55
<0.1%
1561
260
0.3%
1562
205
0.3%
1563
100
0.1%
1564
205
0.3%
1565
260
0.3%
1566
50
<0.1%
1567
155
0.2%
1568
55
<0.1%
1569
260
0.3%
1570
210
0.3%
1571
150
0.2%
LARGEST VALUES

2000
60
<0.1%
1996
50
<0.1%
1995
50
<0.1%
1994
50
<0.1%
1993
50
<0.1%
1992
70
<0.1%
1991
50
<0.1%
1990
70
<0.1%
1989
70
<0.1%
1988
55
<0.1%
1987
55
<0.1%
1986
50
<0.1%
1985
50
<0.1%
1984
50
<0.1%
1983
50
<0.1%
year
MISSING:
---
TOP CATEGORIES

2024
61,765
80%
2025
15,070
20%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
year
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
teacher_year
1.00
period
0.17
año_ingreso
0.09

THESE FEATURES
GIVE INFORMATION
ON year:

teacher_year
1.00
period
0.45
teacher_nombre
0.36
teacher_año_inicio_ficc
0.20
total_subjects
0.19
teacher_total_subjects
0.19
demuestra_confianza
0.11
año_ingreso
0.11
estrato
0.11
actividades_extracurriculares
0.11
familia
0.11
tipo_vivienda
0.11
interés_estudios_superiores
0.11
years_experience_ficc
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
year
CORRELATION RATIO WITH...

edukrea_user_id
0.92
max_days_since_creation
0.41
total_hours
0.37
teacher_total_hours
0.37
count_interactive
0.30
teacher_total_views
0.29
count_evaluation
0.27
id_docente
0.26
teacher_id_docente
0.26
student_total_interactions
0.25
count_content
0.25
percent_evaluation
0.25
median_days_since_creation
0.25
percent_interactive
0.21
edukrea_user_id
MISSING:
61,765
(80%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

moodle_user_id
0.58
update_events_count
-0.39
teacher_update_events_count
-0.39
id_docente
0.38
teacher_id_docente
0.38
skew_views
0.37
unique_students_count
-0.37
teacher_unique_students_count
-0.37
num_students
-0.35
teacher_experiencia_nivel_ficc
-0.34
kurtosis_views
0.32
id_grado
0.30
count_jornada_mañana
-0.28
edad_estudiante
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

year
0.92
teacher_year
0.92
teacher_nombre
0.64
period
0.56
total_subjects
0.50
teacher_total_subjects
0.50
teacher_año_inicio_ficc
0.45
demuestra_confianza
0.39
año_ingreso
0.38
rol_adicional
0.32
teacher_rol_adicional
0.32
years_experience_ficc
0.25
teacher_years_experience_ficc
0.25
teacher_experiencia_ficc_percentil
0.25
MOST FREQUENT VALUES

212.0
70
0.5%
231.0
70
0.5%
230.0
70
0.5%
229.0
70
0.5%
233.0
70
0.5%
228.0
70
0.5%
227.0
70
0.5%
225.0
70
0.5%
224.0
70
0.5%
215.0
70
0.5%
223.0
70
0.5%
222.0
70
0.5%
221.0
70
0.5%
220.0
70
0.5%
219.0
70
0.5%
SMALLEST VALUES

62.0
55
0.4%
64.0
55
0.4%
67.0
55
0.4%
69.0
55
0.4%
70.0
55
0.4%
72.0
55
0.4%
73.0
55
0.4%
74.0
55
0.4%
76.0
55
0.4%
77.0
55
0.4%
78.0
55
0.4%
79.0
55
0.4%
81.0
55
0.4%
82.0
55
0.4%
83.0
55
0.4%
LARGEST VALUES

340.0
60
0.4%
338.0
50
0.3%
337.0
50
0.3%
336.0
50
0.3%
335.0
55
0.4%
334.0
50
0.3%
333.0
70
0.5%
332.0
50
0.3%
331.0
70
0.5%
330.0
70
0.5%
329.0
55
0.4%
328.0
55
0.4%
327.0
55
0.4%
326.0
55
0.4%
325.0
50
0.3%
id_grado
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

edad_estudiante
0.96
count_jornada_mañana
0.50
activity_percentile
0.48
count_login_fri
0.47
count_login
0.46
count_jornada_tarde
0.37
count_login_tue
0.36
count_login_thu
0.35
consecutive_days_max
0.34
edukrea_user_id
0.30
longest_inactivity_streak
-0.29
max_inactividad
-0.29
login_consistency
0.29
gaps_between_sessions_avg
-0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.62
teacher_edukrea_user_id_x
0.44
teacher_edukrea_user_id_y
0.38
teacher_año_inicio_ficc
0.30
dia_preferido
0.29
total_subjects
0.27
teacher_total_subjects
0.27
sede
0.27
teacher_sede
0.27
estrato
0.26
intensidad
0.26
actividades_extracurriculares
0.26
years_experience_ficc
0.25
teacher_years_experience_ficc
0.25
MOST FREQUENT VALUES

4
10,540
13.7%
7
10,310
13.4%
6
8,835
11.5%
8
8,010
10.4%
5
7,650
10.0%
3
7,165
9.3%
2
5,395
7.0%
10
4,975
6.5%
9
4,900
6.4%
1
4,830
6.3%
11
4,225
5.5%
SMALLEST VALUES

1
4,830
6.3%
2
5,395
7.0%
3
7,165
9.3%
4
10,540
13.7%
5
7,650
10.0%
6
8,835
11.5%
7
10,310
13.4%
8
8,010
10.4%
9
4,900
6.4%
10
4,975
6.5%
11
4,225
5.5%
LARGEST VALUES

11
4,225
5.5%
10
4,975
6.5%
9
4,900
6.4%
8
8,010
10.4%
7
10,310
13.4%
6
8,835
11.5%
5
7,650
10.0%
4
10,540
13.7%
3
7,165
9.3%
2
5,395
7.0%
1
4,830
6.3%
sede
MISSING:
---
TOP CATEGORIES

Fusagasugá
51,800
67%
Girardot
25,035
33%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sede
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
teacher_sede
1.00
teacher_nombre
0.19
teacher_edukrea_user_id_x
0.12

THESE FEATURES
GIVE INFORMATION
ON sede:

teacher_sede
1.00
teacher_nombre
1.00
teacher_edukrea_user_id_x
0.21
teacher_edukrea_user_id_y
0.18
nivel_educativo
0.16
teacher_nivel_educativo
0.16
teacher_nivel_educativo_num
0.16
teacher_nivel_educativo_percentil
0.16
teacher_año_inicio_ficc
0.11
medio_transporte
0.08
years_experience_ficc
0.08
teacher_years_experience_ficc
0.08
teacher_experiencia_ficc_percentil
0.08
demuestra_confianza
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sede
CORRELATION RATIO WITH...

moodle_user_id
0.61
unique_students_count
0.50
teacher_unique_students_count
0.50
count_jornada_mañana
0.44
activity_percentile
0.42
count_login_fri
0.39
num_students
0.38
count_login
0.37
id_docente
0.34
teacher_id_docente
0.34
login_consistency
0.30
consecutive_days_max
0.27
id_grado
0.27
count_login_wed
0.27
año_ingreso
MISSING:
---
TOP CATEGORIES

2023
60,315
78%
2024
13,995
18%
2025
2,465
3%
2019
60
<1%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
año_ingreso
PROVIDES INFORMATION ON...

antigüedad
1.00
has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
year
0.11
teacher_year
0.11

THESE FEATURES
GIVE INFORMATION
ON año_ingreso:

antigüedad
0.84
demuestra_confianza
0.24
year
0.09
teacher_year
0.09
period
0.05
actividades_extracurriculares
0.05
teacher_nombre
0.04
estrato
0.04
familia
0.03
proyección_vocacional
0.03
interés_estudios_superiores
0.02
total_subjects
0.02
teacher_total_subjects
0.02
tipo_vivienda
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
año_ingreso
CORRELATION RATIO WITH...

moodle_user_id
0.46
edukrea_user_id
0.38
max_days_since_creation
0.16
teacher_total_views
0.15
total_hours
0.15
teacher_total_hours
0.15
count_interactive
0.12
num_teacher_views_before_planned_start_date
0.11
count_content
0.10
student_total_interactions
0.10
median_days_since_creation
0.10
count_evaluation
0.10
percent_evaluation
0.09
percent_interactive
0.08
antigüedad
MISSING:
---
TOP CATEGORIES

Antiguo
60,375
79%
Nuevo
16,460
21%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
antigüedad
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
año_ingreso
0.84
país_origen
0.04
demuestra_confianza
0.03

THESE FEATURES
GIVE INFORMATION
ON antigüedad:

año_ingreso
1.00
demuestra_confianza
0.10
estrato
0.03
actividades_extracurriculares
0.03
familia
0.02
year
0.02
teacher_year
0.02
total_hermanos
0.02
proyección_vocacional
0.01
dia_preferido
0.01
teacher_nombre
0.01
tipo_vivienda
0.01
interés_estudios_superiores
0.01
género
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
antigüedad
CORRELATION RATIO WITH...

moodle_user_id
0.34
edukrea_user_id
0.14
count_login_tue
0.06
total_hours
0.06
teacher_total_hours
0.06
count_login_fri
0.05
count_evaluation
0.05
count_jornada_noche
0.05
max_days_since_creation
0.05
teacher_total_updates
0.05
teacher_total_views
0.05
percent_evaluation
0.04
count_interactive
0.04
num_teacher_views_before_planned_start_date
0.04
género
MISSING:
---
TOP CATEGORIES

Masculino
44,650
58%
Femenino
32,185
42%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
género
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
país_origen
0.11
proyección_vocacional
0.04
actividades_extracurriculares
0.02

THESE FEATURES
GIVE INFORMATION
ON género:

proyección_vocacional
0.12
actividades_extracurriculares
0.06
total_hermanos
0.03
demuestra_confianza
0.02
nivel_motivación
0.01
apoyo_familiar
0.01
interés_estudios_superiores
0.01
estrato
0.01
familia
0.01
país_origen
0.01
tipo_vivienda
0.01
nivel
0.01
participación_clase
0.01
medio_transporte
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
género
CORRELATION RATIO WITH...

ds_resultado
0.13
resultado
0.12
count_jornada_noche
0.08
count_login_mon
0.06
count_login_fri
0.06
login_regularity_score
0.05
num_students
0.04
percent_updated
0.04
edukrea_user_id
0.03
count_login_wed
0.03
moodle_user_id
0.03
id_most_late_opened_module
0.03
median_days_since_last_update
0.03
avg_days_since_last_update
0.03
fecha_nacimiento
MISSING:
---
655
<1%
-
-
2011-11-19
610
<1%
-
-
2008-05-27
595
<1%
-
-
2014-08-24
570
<1%
-
-
2009-09-18
540
<1%
-
-
2008-10-30
540
<1%
-
-
2008-09-24
540
<1%
-
-
2012-08-15
510
<1%
-
-
2012-01-09
505
<1%
-
-
2012-08-22
480
<1%
-
-
2010-03-07
460
<1%
-
-
2012-08-30
360
<1%
-
-
2010-09-28
320
<1%
-
-
2017-11-12
310
<1%
-
-
2016-08-21
305
<1%
-
-
2010-03-18
305
<1%
-
-
2008-06-19
305
<1%
-
-
2010-06-27
305
<1%
-
-
2009-05-10
305
<1%
-
-
2009-11-14
305
<1%
-
-
2010-03-24
305
<1%
-
-
2009-11-06
305
<1%
-
-
2009-06-20
305
<1%
-
-
2009-10-30
305
<1%
-
-
2009-04-30
305
<1%
-
-
2008-08-28
305
<1%
-
-
2008-06-11
305
<1%
-
-
2008-10-17
305
<1%
-
-
2008-08-13
305
<1%
-
-
2009-04-20
305
<1%
-
-
2009-03-17
305
<1%
-
-
2008-09-23
305
<1%
-
-
2008-10-21
305
<1%
-
-
2009-07-19
300
<1%
-
-
2011-04-28
300
<1%
-
-
2012-02-11
300
<1%
-
-
2014-08-08
300
<1%
-
-
2012-03-26
300
<1%
-
-
2010-07-08
300
<1%
-
-
2011-01-12
300
<1%
-
-
2011-01-13
300
<1%
-
-
2010-07-20
300
<1%
-
-
2013-05-16
300
<1%
-
-
2011-11-22
300
<1%
-
-
2011-09-29
300
<1%
-
-
2011-10-10
300
<1%
-
-
2011-01-16
300
<1%
-
-
2010-04-13
300
<1%
-
-
2011-11-09
300
<1%
-
-
2010-10-28
300
<1%
-
-
2011-11-11
300
<1%
-
-
2011-01-08
300
<1%
-
-
2010-07-01
300
<1%
-
-
2014-06-16
300
<1%
-
-
2010-10-11
300
<1%
-
-
2011-06-12
300
<1%
-
-
2011-08-30
300
<1%
-
-
2011-11-12
300
<1%
-
-
2009-10-07
300
<1%
-
-
2013-12-20
300
<1%
-
-
2010-10-24
55,945
73%
-
-
(Other)
demuestra_confianza
MISSING:
2,525
(3%)
TOP CATEGORIES

Frecuentemente lo demuestra
25,415
34%
A veces lo demuestra
23,260
31%
Siempre lo demuestra
17,995
24%
Rara vez lo demuestra
5,950
8%
Nunca lo demuestra
1,690
2%
ALL
74,310
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
demuestra_confianza
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
nivel_motivación
0.27
año_ingreso
0.24
país_origen
0.17

THESE FEATURES
GIVE INFORMATION
ON demuestra_confianza:

nivel_motivación
0.17
año_ingreso
0.10
teacher_nombre
0.05
proyección_vocacional
0.05
participación_clase
0.05
estrato
0.04
year
0.04
teacher_year
0.04
actividades_extracurriculares
0.04
antigüedad
0.03
sede
0.03
teacher_sede
0.03
total_hermanos
0.03
tipo_vivienda
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
demuestra_confianza
CORRELATION RATIO WITH...

moodle_user_id
0.44
edukrea_user_id
0.39
ds_resultado
0.29
resultado
0.27
count_login_fri
0.21
count_jornada_mañana
0.19
activity_percentile
0.19
unique_students_count
0.18
teacher_unique_students_count
0.18
count_login
0.17
max_days_since_creation
0.16
count_login_wed
0.16
teacher_total_views
0.16
total_hours
0.15
país_origen
MISSING:
---
TOP CATEGORIES

Colombia
76,115
>99%
República dominicana
305
<1%
Argentina
300
<1%
España
115
<1%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
país_origen
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
zona_vivienda
0.04
actividades_extracurriculares
0.02
enfermedades
0.02

THESE FEATURES
GIVE INFORMATION
ON país_origen:

actividades_extracurriculares
0.60
proyección_vocacional
0.38
familia
0.25
apoyo_familiar
0.25
total_hermanos
0.23
demuestra_confianza
0.17
tipo_vivienda
0.17
interés_estudios_superiores
0.17
zona_vivienda
0.17
estrato
0.16
enfermedades
0.14
teacher_nombre
0.12
participación_clase
0.12
género
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
país_origen
CORRELATION RATIO WITH...

id_grado
0.11
num_students
0.11
edad_estudiante
0.10
moodle_user_id
0.09
count_login_thu
0.06
count_login_wed
0.05
engagement_decay
0.05
count_login_fri
0.04
ds_resultado
0.04
resultado
0.04
id_docente
0.04
teacher_id_docente
0.04
relative_interaction_percentile
0.04
count_login_sat
0.04
estrato
MISSING:
17,410
(23%)
TOP CATEGORIES

3.0
29,535
50%
4.0
13,170
22%
2.0
10,465
18%
5.0
3,790
6%
1.0
1,330
2%
6.0
1,135
2%
ALL
59,425
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
estrato
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
interés_estudios_superiores
0.47
tipo_vivienda
0.44
actividades_extracurriculares
0.39

THESE FEATURES
GIVE INFORMATION
ON estrato:

proyección_vocacional
0.38
actividades_extracurriculares
0.38
familia
0.36
tipo_vivienda
0.35
interés_estudios_superiores
0.35
total_hermanos
0.22
teacher_nombre
0.04
demuestra_confianza
0.04
year
0.03
teacher_year
0.03
apoyo_familiar
0.03
medio_transporte
0.03
participación_clase
0.02
sede
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
estrato
CORRELATION RATIO WITH...

num_students
0.31
id_grado
0.26
edad_estudiante
0.26
edukrea_user_id
0.24
activity_percentile
0.23
count_login
0.22
count_jornada_mañana
0.21
count_jornada_tarde
0.20
consecutive_days_max
0.20
count_login_tue
0.18
moodle_user_id
0.18
count_login_thu
0.18
login_consistency
0.16
count_login_fri
0.16
tipo_vivienda
MISSING:
17,410
(23%)
TOP CATEGORIES

Propia
30,205
51%
Alquilada
24,365
41%
Familiar
4,855
8%
ALL
59,425
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tipo_vivienda
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
interés_estudios_superiores
0.46
actividades_extracurriculares
0.37
familia
0.36

THESE FEATURES
GIVE INFORMATION
ON tipo_vivienda:

familia
0.45
proyección_vocacional
0.45
actividades_extracurriculares
0.45
estrato
0.44
interés_estudios_superiores
0.43
total_hermanos
0.24
teacher_nombre
0.05
year
0.04
teacher_year
0.04
demuestra_confianza
0.03
sede
0.02
teacher_sede
0.02
participación_clase
0.02
apoyo_familiar
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tipo_vivienda
CORRELATION RATIO WITH...

num_students
0.31
edukrea_user_id
0.24
moodle_user_id
0.19
edad_estudiante
0.16
id_grado
0.14
avg_days_since_last_update
0.14
unique_students_count
0.13
teacher_unique_students_count
0.13
count_login_thu
0.13
student_total_views
0.13
num_modules_viewed
0.12
id_most_late_opened_module
0.12
median_days_since_last_update
0.12
max_days_since_creation
0.11
zona_vivienda
MISSING:
---
TOP CATEGORIES

Urbana
70,330
92%
Rural
6,505
8%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
zona_vivienda
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
país_origen
0.17
sede
0.03
teacher_sede
0.03

THESE FEATURES
GIVE INFORMATION
ON zona_vivienda:

tipo_vivienda
0.09
proyección_vocacional
0.09
teacher_nombre
0.07
familia
0.07
estrato
0.07
sede
0.06
teacher_sede
0.06
actividades_extracurriculares
0.06
total_hermanos
0.05
país_origen
0.04
interés_estudios_superiores
0.03
enfermedades
0.02
demuestra_confianza
0.01
jornada_preferida
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
zona_vivienda
CORRELATION RATIO WITH...

count_jornada_mañana
0.15
activity_percentile
0.14
count_login
0.14
count_login_tue
0.12
id_grado
0.11
edad_estudiante
0.11
login_consistency
0.11
moodle_user_id
0.11
count_login_wed
0.10
count_login_thu
0.10
count_login_fri
0.09
unique_students_count
0.09
teacher_unique_students_count
0.09
count_jornada_tarde
0.09
horas_semana_estudio_casa
MISSING:
17,410
(23%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

edukrea_user_id
-0.09
activity_percentile
-0.08
moodle_user_id
-0.07
login_consistency
-0.07
count_jornada_mañana
-0.07
count_login
-0.06
edad_estudiante
-0.06
id_grado
-0.06
longest_inactivity_streak
0.05
max_inactividad
0.05
count_login_thu
-0.05
relative_views_percentile
-0.05
count_login_tue
-0.05
consecutive_days_max
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

proyección_vocacional
0.16
familia
0.12
actividades_extracurriculares
0.12
nivel_motivación
0.12
estrato
0.11
teacher_nombre
0.08
tipo_vivienda
0.08
teacher_edukrea_user_id_x
0.07
dia_preferido
0.07
interés_estudios_superiores
0.06
demuestra_confianza
0.06
jornada_preferida
0.05
teacher_edukrea_user_id_y
0.05
period
0.04
MOST FREQUENT VALUES

0.0
22,905
38.5%
1.0
12,190
20.5%
2.0
9,205
15.5%
3.0
4,315
7.3%
5.0
3,190
5.4%
4.0
2,690
4.5%
30.0
795
1.3%
7.0
665
1.1%
6.0
650
1.1%
8.0
565
1.0%
0.3
510
0.9%
10.0
360
0.6%
0.25
300
0.5%
9.0
280
0.5%
68.0
280
0.5%
SMALLEST VALUES

0.0
22,905
38.5%
0.25
300
0.5%
0.3
510
0.9%
0.5
50
<0.1%
1.0
12,190
20.5%
1.5
55
<0.1%
2.0
9,205
15.5%
3.0
4,315
7.3%
4.0
2,690
4.5%
5.0
3,190
5.4%
6.0
650
1.1%
7.0
665
1.1%
8.0
565
1.0%
9.0
280
0.5%
10.0
360
0.6%
LARGEST VALUES

625.0
160
0.3%
68.0
280
0.5%
30.0
795
1.3%
20.0
260
0.4%
10.0
360
0.6%
9.0
280
0.5%
8.0
565
1.0%
7.0
665
1.1%
6.0
650
1.1%
5.0
3,190
5.4%
4.0
2,690
4.5%
3.0
4,315
7.3%
2.0
9,205
15.5%
1.5
55
<0.1%
1.0
12,190
20.5%
interés_estudios_superiores
MISSING:
17,410
(23%)
TOP CATEGORIES

Alto
38,140
64%
Medio
18,050
30%
Bajo
3,235
5%
ALL
59,425
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
interés_estudios_superiores
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
tipo_vivienda
0.43
actividades_extracurriculares
0.37
estrato
0.35

THESE FEATURES
GIVE INFORMATION
ON interés_estudios_superiores:

proyección_vocacional
0.49
actividades_extracurriculares
0.48
estrato
0.47
familia
0.47
tipo_vivienda
0.46
total_hermanos
0.26
year
0.05
teacher_year
0.05
teacher_nombre
0.04
apoyo_familiar
0.03
participación_clase
0.03
enfermedades
0.02
medio_transporte
0.02
demuestra_confianza
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
interés_estudios_superiores
CORRELATION RATIO WITH...

num_students
0.30
edukrea_user_id
0.24
edad_estudiante
0.21
id_grado
0.20
moodle_user_id
0.18
avg_days_since_last_update
0.12
student_total_views
0.11
id_most_late_opened_module
0.11
max_days_since_creation
0.11
student_total_interactions
0.11
count_interactive
0.11
median_days_since_last_update
0.10
num_modules_viewed
0.10
count_content
0.10
medio_transporte
MISSING:
---
TOP CATEGORIES

Vehículo privado
60,040
78%
Transporte escolar
13,940
18%
Transporte público
1,465
2%
A pie
1,185
2%
Bicicleta
205
<1%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
medio_transporte
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
sede
0.08
teacher_sede
0.08
país_origen
0.04

THESE FEATURES
GIVE INFORMATION
ON medio_transporte:

proyección_vocacional
0.10
teacher_nombre
0.09
sede
0.08
teacher_sede
0.08
estrato
0.06
total_hermanos
0.06
actividades_extracurriculares
0.05
familia
0.05
nivel_motivación
0.04
interés_estudios_superiores
0.04
tipo_vivienda
0.03
demuestra_confianza
0.03
dia_preferido
0.03
participación_clase
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
medio_transporte
CORRELATION RATIO WITH...

moodle_user_id
0.18
unique_students_count
0.15
teacher_unique_students_count
0.15
num_students
0.15
edad_estudiante
0.13
id_grado
0.12
count_login_fri
0.11
count_jornada_mañana
0.11
id_docente
0.10
teacher_id_docente
0.10
consecutive_days_max
0.09
count_login_thu
0.09
count_login_tue
0.09
avg_days_since_last_update
0.09
apoyo_familiar
MISSING:
---
TOP CATEGORIES

Alto
58,025
76%
Medio
14,895
19%
Bajo
3,915
5%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
apoyo_familiar
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
país_origen
0.25
enfermedades
0.05
proyección_vocacional
0.04

THESE FEATURES
GIVE INFORMATION
ON apoyo_familiar:

proyección_vocacional
0.12
actividades_extracurriculares
0.07
estrato
0.06
familia
0.06
interés_estudios_superiores
0.06
tipo_vivienda
0.04
enfermedades
0.03
demuestra_confianza
0.03
país_origen
0.02
participación_clase
0.02
teacher_nombre
0.02
medio_transporte
0.02
dia_preferido
0.02
nivel_motivación
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apoyo_familiar
CORRELATION RATIO WITH...

num_students
0.14
edad_estudiante
0.12
id_grado
0.12
ds_resultado
0.11
moodle_user_id
0.10
resultado
0.10
count_login_mon
0.10
edukrea_user_id
0.08
unique_students_count
0.07
teacher_unique_students_count
0.07
count_login_wed
0.07
count_login_fri
0.07
count_jornada_mañana
0.06
teacher_total_updates
0.06
total_hermanos
MISSING:
17,410
(23%)
TOP CATEGORIES

1.0
29,630
50%
0.0
12,295
21%
2.0
10,990
18%
3.0
4,275
7%
4.0
1,415
2%
8.0
300
<1%
7.0
280
<1%
5.0
240
<1%
ALL
59,425
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
total_hermanos
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
interés_estudios_superiores
0.26
familia
0.25
tipo_vivienda
0.24

THESE FEATURES
GIVE INFORMATION
ON total_hermanos:

familia
0.30
estrato
0.27
proyección_vocacional
0.27
actividades_extracurriculares
0.25
interés_estudios_superiores
0.23
tipo_vivienda
0.23
demuestra_confianza
0.03
nivel_motivación
0.03
teacher_nombre
0.03
medio_transporte
0.03
participación_clase
0.02
enfermedades
0.02
dia_preferido
0.02
género
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
total_hermanos
CORRELATION RATIO WITH...

num_students
0.24
count_jornada_madrugada
0.22
moodle_user_id
0.20
id_grado
0.17
edad_estudiante
0.16
edukrea_user_id
0.16
count_login_fri
0.15
count_jornada_mañana
0.14
count_login_mon
0.14
count_login
0.13
login_consistency
0.13
activity_percentile
0.13
count_jornada_tarde
0.12
count_login_tue
0.12
familia
MISSING:
17,410
(23%)
TOP CATEGORIES

Mamá, papá y otros
24,675
42%
Otros familiares
16,510
28%
Mamá y papá
12,010
20%
Solo mamá
4,370
7%
Solo papá
1,860
3%
ALL
59,425
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
familia
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
interés_estudios_superiores
0.47
tipo_vivienda
0.45
actividades_extracurriculares
0.38

THESE FEATURES
GIVE INFORMATION
ON familia:

proyección_vocacional
0.37
actividades_extracurriculares
0.36
estrato
0.36
tipo_vivienda
0.36
interés_estudios_superiores
0.35
total_hermanos
0.25
year
0.03
teacher_year
0.03
teacher_nombre
0.03
apoyo_familiar
0.03
demuestra_confianza
0.02
participación_clase
0.02
medio_transporte
0.02
enfermedades
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
familia
CORRELATION RATIO WITH...

num_students
0.32
edukrea_user_id
0.24
edad_estudiante
0.22
id_grado
0.19
moodle_user_id
0.18
avg_days_since_last_update
0.13
horas_semana_estudio_casa
0.12
student_total_views
0.12
id_most_late_opened_module
0.11
count_login_sun
0.11
max_days_since_creation
0.11
num_modules_viewed
0.11
student_total_interactions
0.11
median_days_since_last_update
0.11
actividades_extracurriculares
MISSING:
17,410
(23%)
TOP CATEGORIES

Deporte
26,400
44%
Ninguna
22,735
38%
Artes
6,090
10%
Idiomas
1,320
2%
Deporte, Idiomas
1,000
2%
Artes, Deporte
790
1%
Artes, Idiomas
585
<1%
Tecnología / Diseño
305
<1%
Artes, Deporte, Idiomas
200
<1%
ALL
59,425
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
actividades_extracurriculares
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
país_origen
0.60
interés_estudios_superiores
0.48
tipo_vivienda
0.45

THESE FEATURES
GIVE INFORMATION
ON actividades_extracurriculares:

proyección_vocacional
0.47
estrato
0.39
familia
0.38
tipo_vivienda
0.37
interés_estudios_superiores
0.37
total_hermanos
0.21
teacher_nombre
0.04
participación_clase
0.04
year
0.04
teacher_year
0.04
demuestra_confianza
0.03
apoyo_familiar
0.03
enfermedades
0.02
género
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
actividades_extracurriculares
CORRELATION RATIO WITH...

num_students
0.33
edad_estudiante
0.27
id_grado
0.26
edukrea_user_id
0.24
moodle_user_id
0.23
count_login_fri
0.19
count_jornada_tarde
0.18
activity_percentile
0.17
count_login_thu
0.17
count_login
0.16
count_login_tue
0.16
count_jornada_mañana
0.14
avg_days_since_last_update
0.13
student_total_views
0.12
enfermedades
MISSING:
---
TOP CATEGORIES

No
67,175
87%
Si
9,660
13%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
enfermedades
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
país_origen
0.14
apoyo_familiar
0.03
actividades_extracurriculares
0.02

THESE FEATURES
GIVE INFORMATION
ON enfermedades:

actividades_extracurriculares
0.10
proyección_vocacional
0.08
estrato
0.08
total_hermanos
0.07
interés_estudios_superiores
0.07
tipo_vivienda
0.06
familia
0.06
apoyo_familiar
0.05
país_origen
0.02
demuestra_confianza
0.02
participación_clase
0.02
zona_vivienda
0.02
medio_transporte
0.01
dia_preferido
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
enfermedades
CORRELATION RATIO WITH...

count_login_mon
0.06
count_jornada_noche
0.05
num_students
0.05
ds_resultado
0.05
count_jornada_tarde
0.04
resultado
0.04
edukrea_user_id
0.04
count_login_wed
0.03
count_login_thu
0.03
count_login_sun
0.03
activity_percentile
0.03
count_login_tue
0.03
relative_views_percentile
0.03
longest_inactivity_streak
0.03
proyección_vocacional
MISSING:
17,470
(23%)
TOP CATEGORIES

Deportes
12,120
20%
STEM
10,915
18%
Arte y Entretenimiento
8,330
14%
Sociales y Humanidades
6,640
11%
Ciencias de la Salud
5,165
9%
Diseño y Arquitectura
5,115
9%
Indefinido o No Sabe
4,760
8%
Negocios y Emprendimiento
4,045
7%
Seguridad y Fuerzas Armadas
2,275
4%
ALL
59,365
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
proyección_vocacional
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
interés_estudios_superiores
0.49
actividades_extracurriculares
0.47
tipo_vivienda
0.45

THESE FEATURES
GIVE INFORMATION
ON proyección_vocacional:

actividades_extracurriculares
0.33
estrato
0.28
familia
0.27
interés_estudios_superiores
0.26
tipo_vivienda
0.26
total_hermanos
0.16
apoyo_familiar
0.04
género
0.04
demuestra_confianza
0.04
medio_transporte
0.03
nivel_motivación
0.03
teacher_nombre
0.03
participación_clase
0.03
year
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
proyección_vocacional
CORRELATION RATIO WITH...

num_students
0.31
edad_estudiante
0.25
edukrea_user_id
0.24
moodle_user_id
0.24
id_grado
0.24
activity_percentile
0.20
count_jornada_tarde
0.19
count_login
0.18
count_login_thu
0.18
count_jornada_noche
0.17
horas_semana_estudio_casa
0.16
count_login_wed
0.15
count_jornada_mañana
0.15
consecutive_days_max
0.15
participación_clase
MISSING:
---
TOP CATEGORIES

Alta
35,625
46%
Media
29,630
39%
Baja
11,580
15%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
participación_clase
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
país_origen
0.12
nivel_motivación
0.07
demuestra_confianza
0.05

THESE FEATURES
GIVE INFORMATION
ON participación_clase:

demuestra_confianza
0.07
nivel_motivación
0.06
proyección_vocacional
0.05
actividades_extracurriculares
0.05
interés_estudios_superiores
0.04
familia
0.03
estrato
0.03
total_hermanos
0.03
tipo_vivienda
0.03
teacher_nombre
0.02
apoyo_familiar
0.02
medio_transporte
0.01
nivel
0.01
sede
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
participación_clase
CORRELATION RATIO WITH...

ds_resultado
0.20
resultado
0.19
moodle_user_id
0.12
edad_estudiante
0.12
num_students
0.12
id_grado
0.10
relative_views_percentile
0.09
relative_interaction_percentile
0.08
count_login_thu
0.08
count_login_tue
0.07
id_docente
0.07
teacher_id_docente
0.07
count_jornada_madrugada
0.07
login_consistency
0.07
nee
MISSING:
---
TOP CATEGORIES

No
75,255
98%
Si
1,580
2%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
nee
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
año_ingreso
0.01
sede
0.01
teacher_sede
0.01

THESE FEATURES
GIVE INFORMATION
ON nee:

demuestra_confianza
0.12
total_hermanos
0.08
teacher_nombre
0.08
proyección_vocacional
0.06
estrato
0.06
dia_preferido
0.06
sede
0.06
teacher_sede
0.06
año_ingreso
0.06
actividades_extracurriculares
0.05
nivel_motivación
0.04
teacher_edukrea_user_id_x
0.04
familia
0.03
teacher_edukrea_user_id_y
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nee
CORRELATION RATIO WITH...

count_login_thu
0.08
activity_percentile
0.08
count_jornada_tarde
0.07
moodle_user_id
0.07
login_regularity_score
0.06
unique_students_count
0.05
teacher_unique_students_count
0.05
edad_estudiante
0.05
id_docente
0.05
teacher_id_docente
0.05
count_login
0.04
consecutive_days_max
0.04
count_login_tue
0.04
teacher_moodle_user_id_y
0.04
valoración_emocional
MISSING:
---
1,420
2%
-
-
alumno creativo y sociable
1,395
2%
-
-
alumno carismatico y participativo en lo que le gusta
755
<1%
-
-
Timida
715
<1%
-
-
Alegre
680
<1%
-
-
alumno activo en las sesiones
610
<1%
-
-
La estudiante es resiliente con los temas propuestos en las sesioones de aprendizaje
610
<1%
-
-
El estudiante participa de maneras esporádicas en las sesiones con aprotes signnificativos
610
<1%
-
-
El estudiante participa de manera ocasional en las sesiones de aprendizaje con aportes significativos
565
<1%
-
-
Participativa y responsable con sus deberes.
560
<1%
-
-
Respeta las opiniones de los demas, sin embargo, no participa en clase, se distrae con facilidad.
520
<1%
-
-
Escucha a los demas, sin embargo, le falta participar y asociarse con sus compeñeros.
510
<1%
-
-
Participa activamente en clases, expresa sus ideas con confianza y disfruta colaborar con sus compañeros. Demuestra agilidad mental y comprensión rápida de los temas, destacándose por su curiosidad e iniciativa.
465
<1%
-
-
Expresa sus ideas con respeto
455
<1%
-
-
El estudiante muestra desinterés en la realización de actividades, llevándolas a cabo de manera incorrecta y con poca dedicación.
455
<1%
-
-
Distraido
455
<1%
-
-
Creativa
305
<1%
-
-
Es una estudiante con alto compromiso academico,escucha y comunica correctamente su opinion, piensa en las personas que la rodean
305
<1%
-
-
La estudiante participa activamente en las sesiones de aprendizaje y ayuda a mantener un buen ambiente en la sesión de aprendizaje
305
<1%
-
-
Es una estudiante alegre, comprometida con sus estudios, comunica lo que piensa sin filtro, vela por la integridad Propia y de sus amigos
305
<1%
-
-
Es un estudiante que le gusta compartir con sus amigos, le cuesta mantenerce concentrado en las actividades propuestas, comunica puntualmente siempre las inconformidades que se presentan
305
<1%
-
-
Es un estudiante que le cuesta ser responsable con sus actos y sus compromismos academicos, es receptivo pero no aplica instrucciones
305
<1%
-
-
Tiende a gritar repentinamente, habla bastante, pero participa bien en clase
305
<1%
-
-
Es una estudiante muy comprometida con su entorno academico,escucha y comunica acertivamente, se irrita facilmente por comentarios
305
<1%
-
-
El estudiante participa en las sesiones de aprendizaje, tiende a mmostrar frustración pero eso no impide ni estorba en su proceso
305
<1%
-
-
Es un estudiante gracioso, amable, le cuesta segui instrucciones pero trata de superase constantemente, es muy justo con las situaciones que lo rodean
305
<1%
-
-
La estudiante se interesa mucho por aprender, intenta y se sfuerza en las sesiones de aprendizaje
305
<1%
-
-
Es una estudiante inteligente, participa activamente en las sesiones, demostrando su capacidad para comprender los temas y aportar ideas enriquecedoras. Es organizada y responsable con sus actividades, sin embargo a veces tiende a frustrarse con facilidad.
305
<1%
-
-
La estudiante participa cuando entiende, tiende a preservar un buen clima en las sesiones de aprenizaje
305
<1%
-
-
Es un estudiante participativo y creativo que aporta ideas valiosas a las sesiones. Su dedicación es evidente, aunque su proceso de escritura a veces dificulta la entrega oportuna de las actividades.
305
<1%
-
-
El estudiante tiende a usar bastante el dispositivo y los audifonos, se debe llamar la atención varias veces, su desempeño e interes en el tema de la sesión estábn correlacionados
305
<1%
-
-
Es un niño noble, bondadoso, artistico
305
<1%
-
-
Es un estudiante que trata de superarse , escucha activamente sigue instrucciones y demuestra las inconformidades o injusticias que se presentam
305
<1%
-
-
es un estudiante lleno de energia, participativo y gracioso, comunica sla informacion sin filtro afectando el clima escolar
300
<1%
-
-
mantiene una actitud positiva
300
<1%
-
-
Es tranquila, amigable y atenta
300
<1%
-
-
Ha mejorado en participación y disciplina tras ser llamado la atención
300
<1%
-
-
Es sociable, caballeroso y divertido
300
<1%
-
-
Es lider, empatico, y sociable
300
<1%
-
-
Es amigable, creativa, sociable
300
<1%
-
-
Es amigable y divertido
300
<1%
-
-
Es un estudiante muy atento, compromentido con sus actividades además es muy respetuoso y callado. S preocupa por su desempeño academico.
300
<1%
-
-
Comprometido, atento a sus actividades, colaborador. En ocasiones no sabe manejar su tempreramento y crea situaciones de conflicto sin necesidad alguna.
300
<1%
-
-
Es sociable y carismatico
300
<1%
-
-
Divertida, en ocasiones extrovertida pero mantiene la seriedad en sus temas academicos. Presenta muy buena forma de relacionarse con sus compañeros.
300
<1%
-
-
Es amigable, inteligente, divertida
300
<1%
-
-
Es una estudiante gentil, escucha y comunica sus opiniones con coordialidad, tiene un circulo social definido , le cuesta comppletar sus actividades a cabailidad
300
<1%
-
-
Es creativa, espontanea, sencilla.
300
<1%
-
-
Es una estudiante que trata de tener muy presente los momentos de prestar atención y de divertirse. Siempre esta muy atenta a su proceso y mejorar. Apoya constantemente a sus compañeras.
300
<1%
-
-
Es lider, amigable y sabe escuchar sin juzgar.
300
<1%
-
-
Es participativo y curioso. Participa activamente de los encuentros de aprendizaje.
300
<1%
-
-
Respetuoso, atento al seguimiento de las indicaciones. es muy callado y a veces se percibe un poco inseguro a la hora de expresar sus ideas, además es muy compañerista.
300
<1%
-
-
Es una estudiante respetuosa, asertiva y es prudente en el momento de expresar alguna apreciación.
300
<1%
-
-
Es una estudiante respectuosa, receptiva y la mayoria del tiempo esta alegre.
300
<1%
-
-
Sara es responsable, extrovertida y le gusta que sus compañeros la sigan.
300
<1%
-
-
Es tranquilo, amigable y responsable
300
<1%
-
-
Es carismático y participa esporádicamente en sesiones.
300
<1%
-
-
Es un niño colaborador, compañerista, empatico
300
<1%
-
-
Es juiciosa, desarrolla sus actividades, pero le cuesta comprender algunos temas.
300
<1%
-
-
Es organizada y procura entregar sus actividades a tiempo.
300
<1%
-
-
Es sociable, amigable y compañerista
52,770
69%
-
-
(Other)
nivel_motivación
MISSING:
---
TOP CATEGORIES

Alto
45,225
59%
Medio
22,115
29%
Bajo
9,495
12%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
nivel_motivación
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
demuestra_confianza
0.17
país_origen
0.08
participación_clase
0.06

THESE FEATURES
GIVE INFORMATION
ON nivel_motivación:

demuestra_confianza
0.27
proyección_vocacional
0.07
participación_clase
0.07
total_hermanos
0.04
nivel
0.04
actividades_extracurriculares
0.04
estrato
0.03
medio_transporte
0.03
teacher_nombre
0.02
interés_estudios_superiores
0.02
tipo_vivienda
0.01
sede
0.01
teacher_sede
0.01
apoyo_familiar
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nivel_motivación
CORRELATION RATIO WITH...

ds_resultado
0.31
resultado
0.30
horas_semana_estudio_casa
0.12
count_login_thu
0.10
num_students
0.09
edad_estudiante
0.08
id_grado
0.08
activity_percentile
0.08
unique_students_count
0.07
teacher_unique_students_count
0.07
median_resultado
0.07
avg_days_since_last_update
0.07
age
0.07
teacher_age
0.07
id_asignatura
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

num_modules_updated
-0.71
num_modules
-0.71
total_modules
-0.71
percent_students_interacted
-0.71
percent_students_viewed
-0.68
num_students_interacted
-0.67
log_total_views
-0.65
count_collaboration
-0.64
num_students_viewed
-0.64
percent_modules_out_of_date
-0.63
percent_interactive
-0.63
count_content
-0.60
std_days_before_start
-0.60
std_days_after_end
-0.60

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

intensidad
0.79
teacher_nombre
0.68
students_viewed_least_module
0.44
teacher_edukrea_user_id_x
0.33
teacher_edukrea_user_id_y
0.31
total_subjects
0.30
teacher_total_subjects
0.30
teacher_año_inicio_ficc
0.29
years_experience_ficc
0.28
teacher_years_experience_ficc
0.28
teacher_experiencia_ficc_percentil
0.28
median_interactions_per_student
0.24
nivel_educativo
0.20
teacher_nivel_educativo
0.20
MOST FREQUENT VALUES

1
6,880
9.0%
8
6,875
8.9%
3
6,865
8.9%
4
6,865
8.9%
5
6,865
8.9%
12
6,865
8.9%
9
6,715
8.7%
2
6,525
8.5%
10
6,380
8.3%
11
4,995
6.5%
6
3,270
4.3%
13
2,855
3.7%
14
1,455
1.9%
7
1,085
1.4%
15
735
1.0%
SMALLEST VALUES

1
6,880
9.0%
2
6,525
8.5%
3
6,865
8.9%
4
6,865
8.9%
5
6,865
8.9%
6
3,270
4.3%
7
1,085
1.4%
8
6,875
8.9%
9
6,715
8.7%
10
6,380
8.3%
11
4,995
6.5%
12
6,865
8.9%
13
2,855
3.7%
14
1,455
1.9%
15
735
1.0%
LARGEST VALUES

23
135
0.2%
17
735
1.0%
16
735
1.0%
15
735
1.0%
14
1,455
1.9%
13
2,855
3.7%
12
6,865
8.9%
11
4,995
6.5%
10
6,380
8.3%
9
6,715
8.7%
8
6,875
8.9%
7
1,085
1.4%
6
3,270
4.3%
5
6,865
8.9%
4
6,865
8.9%
period
MISSING:
---
TOP CATEGORIES

1
30,355
40%
3
15,815
21%
4
15,670
20%
2
14,995
20%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
period
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
year
0.45
teacher_year
0.45
median_interactions_per_student
0.07

THESE FEATURES
GIVE INFORMATION
ON period:

year
0.17
teacher_year
0.17
teacher_nombre
0.07
total_subjects
0.04
teacher_total_subjects
0.04
teacher_año_inicio_ficc
0.04
dia_preferido
0.03
demuestra_confianza
0.02
año_ingreso
0.02
years_experience_ficc
0.02
teacher_years_experience_ficc
0.02
teacher_experiencia_ficc_percentil
0.02
students_viewed_least_module
0.02
teacher_edukrea_user_id_x
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
period
CORRELATION RATIO WITH...

edukrea_user_id
0.56
teacher_total_views
0.23
max_inactividad
0.23
longest_inactivity_streak
0.23
avg_days_since_creation
0.22
median_days_since_creation
0.22
max_days_since_creation
0.22
total_hours
0.20
teacher_total_hours
0.20
count_interactive
0.20
student_total_interactions
0.18
count_content
0.17
id_docente
0.16
teacher_id_docente
0.16
dimensión
MISSING:
---
TOP CATEGORIES

act
15,367
20%
axi
15,367
20%
cog
15,367
20%
final
15,367
20%
proc
15,367
20%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
dimensión
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
nivel
0.05
actividades_extracurriculares
0.00
nee
0.00

THESE FEATURES
GIVE INFORMATION
ON dimensión:

nivel
0.03
estrato
0.00
teacher_nombre
0.00
nivel_educativo
0.00
teacher_nivel_educativo
0.00
teacher_nivel_educativo_num
0.00
teacher_nivel_educativo_percentil
0.00
país_origen
0.00
year
0.00
antigüedad
0.00
enfermedades
0.00
nivel_motivación
0.00
teacher_year
0.00
sede
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dimensión
CORRELATION RATIO WITH...

median_resultado
0.40
resultado
0.24
ds_resultado
0.02
percent_content
0.00
activity_percentile
0.00
log_total_views
0.00
skew_views
0.00
percent_modules_out_of_date
0.00
kurtosis_views
0.00
percent_modules_viewed_interacciones_de_estudiantes
0.00
engagement_decay
0.00
std_interactions_per_module
0.00
zscore_views
0.00
moodle_user_id
0.00
resultado
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ds_resultado
0.79
median_resultado
0.54
edukrea_user_id
-0.19
percent_students_viewed
-0.15
id_asignatura
0.15
percent_students_interacted
-0.14
unique_students_count
0.14
teacher_unique_students_count
0.14
num_modules
-0.13
total_modules
-0.13
percent_interactive
-0.13
num_students_viewed
-0.13
percent_collaboration
-0.13
num_students_interacted
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

nivel
0.89
nivel_motivación
0.30
demuestra_confianza
0.27
teacher_nombre
0.26
dimensión
0.24
intensidad
0.21
participación_clase
0.19
teacher_año_inicio_ficc
0.14
years_experience_ficc
0.13
teacher_years_experience_ficc
0.13
teacher_experiencia_ficc_percentil
0.13
teacher_edukrea_user_id_x
0.13
género
0.12
actividades_extracurriculares
0.10
MOST FREQUENT VALUES

90.0
9,356
12.2%
95.0
4,867
6.3%
80.0
4,848
6.3%
85.0
4,448
5.8%
89.0
3,400
4.4%
100.0
3,263
4.2%
87.0
3,222
4.2%
88.0
3,143
4.1%
92.0
2,958
3.8%
91.0
2,853
3.7%
86.0
2,584
3.4%
84.0
2,479
3.2%
93.0
2,458
3.2%
83.0
2,363
3.1%
94.0
2,309
3.0%
SMALLEST VALUES

3.571428571428572
2
<0.1%
8.0
2
<0.1%
9.0
1
<0.1%
10.0
3
<0.1%
11.0
1
<0.1%
12.0
2
<0.1%
12.5
2
<0.1%
15.0
2
<0.1%
16.0
1
<0.1%
16.607142857142858
2
<0.1%
20.0
6
<0.1%
21.42857142857143
2
<0.1%
21.67857142857143
2
<0.1%
21.78571428571429
2
<0.1%
22.0
2
<0.1%
LARGEST VALUES

100.0
3,263
4.2%
99.0
665
0.9%
98.0
755
1.0%
97.0
978
1.3%
96.0
1,471
1.9%
95.0
4,867
6.3%
94.0
2,309
3.0%
93.0
2,458
3.2%
92.0
2,958
3.8%
91.0
2,853
3.7%
90.0
9,356
12.2%
89.0
3,400
4.4%
88.0
3,143
4.1%
87.0
3,222
4.2%
86.0
2,584
3.4%
nivel
MISSING:
---
TOP CATEGORIES

Alto
50,486
66%
Básico
13,158
17%
Superior
11,999
16%
Bajo
1,192
2%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
nivel
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
nivel_motivación
0.04
dimensión
0.03
teacher_nombre
0.02

THESE FEATURES
GIVE INFORMATION
ON nivel:

teacher_nombre
0.08
dimensión
0.05
nivel_motivación
0.04
demuestra_confianza
0.03
intensidad
0.03
nivel_educativo
0.02
teacher_nivel_educativo
0.02
teacher_nivel_educativo_num
0.02
teacher_nivel_educativo_percentil
0.02
participación_clase
0.02
teacher_edukrea_user_id_x
0.01
teacher_año_inicio_ficc
0.01
teacher_edukrea_user_id_y
0.01
years_experience_ficc
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nivel
CORRELATION RATIO WITH...

resultado
0.89
ds_resultado
0.71
median_resultado
0.52
percent_students_viewed
0.16
id_asignatura
0.15
percent_students_interacted
0.14
num_students_viewed
0.14
teacher_experiencia_total_percentil
0.14
unique_students_count
0.14
teacher_unique_students_count
0.14
percent_collaboration
0.13
num_students_interacted
0.13
num_modules
0.13
total_modules
0.13
edad_estudiante
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

id_grado
0.96
count_jornada_mañana
0.51
count_login_fri
0.49
activity_percentile
0.48
count_login
0.46
count_jornada_tarde
0.35
count_login_tue
0.35
consecutive_days_max
0.34
count_login_thu
0.34
login_consistency
0.29
count_login_wed
0.29
longest_inactivity_streak
-0.28
max_inactividad
-0.28
edukrea_user_id
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.61
teacher_edukrea_user_id_x
0.42
teacher_edukrea_user_id_y
0.37
teacher_año_inicio_ficc
0.29
dia_preferido
0.28
actividades_extracurriculares
0.27
total_subjects
0.26
teacher_total_subjects
0.26
sede
0.26
teacher_sede
0.26
estrato
0.26
intensidad
0.25
proyección_vocacional
0.25
jornada_preferida
0.25
MOST FREQUENT VALUES

109
1,200
1.6%
153
1,170
1.5%
158
1,145
1.5%
149
1,035
1.3%
151
1,030
1.3%
99
1,015
1.3%
111
1,010
1.3%
104
965
1.3%
148
960
1.2%
146
945
1.2%
119
930
1.2%
117
925
1.2%
137
880
1.1%
154
875
1.1%
144
865
1.1%
SMALLEST VALUES

-1
50
<0.1%
55
55
<0.1%
60
50
<0.1%
62
50
<0.1%
64
55
<0.1%
66
105
0.1%
68
165
0.2%
70
150
0.2%
71
275
0.4%
72
165
0.2%
73
105
0.1%
74
275
0.4%
75
270
0.4%
76
315
0.4%
77
215
0.3%
LARGEST VALUES

240
60
<0.1%
235
55
<0.1%
233
55
<0.1%
230
55
<0.1%
228
55
<0.1%
223
60
<0.1%
221
65
<0.1%
218
65
<0.1%
217
60
<0.1%
216
65
<0.1%
215
65
<0.1%
212
65
<0.1%
209
65
<0.1%
208
60
<0.1%
207
60
<0.1%
count_login
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

activity_percentile
0.92
count_jornada_mañana
0.89
count_jornada_tarde
0.86
login_consistency
0.80
consecutive_days_max
0.74
count_login_fri
0.72
count_jornada_noche
0.67
count_login_tue
0.65
count_login_thu
0.64
count_login_wed
0.63
count_login_sun
0.53
count_login_sat
0.52
count_login_mon
0.50
gaps_between_sessions_avg
-0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.46
sede
0.37
teacher_sede
0.37
teacher_edukrea_user_id_x
0.22
estrato
0.22
dia_preferido
0.21
jornada_preferida
0.20
nivel_educativo
0.19
teacher_nivel_educativo
0.19
teacher_nivel_educativo_num
0.19
teacher_nivel_educativo_percentil
0.19
teacher_edukrea_user_id_y
0.18
proyección_vocacional
0.18
demuestra_confianza
0.17
MOST FREQUENT VALUES

29
1,870
2.4%
39
1,775
2.3%
30
1,605
2.1%
24
1,525
2.0%
35
1,480
1.9%
34
1,475
1.9%
22
1,475
1.9%
36
1,440
1.9%
14
1,395
1.8%
20
1,360
1.8%
44
1,355
1.8%
3
1,340
1.7%
25
1,320
1.7%
42
1,285
1.7%
21
1,245
1.6%
SMALLEST VALUES

1
1,235
1.6%
2
795
1.0%
3
1,340
1.7%
4
1,155
1.5%
5
890
1.2%
6
855
1.1%
7
1,020
1.3%
8
1,040
1.4%
9
1,195
1.6%
10
755
1.0%
11
1,095
1.4%
12
800
1.0%
13
875
1.1%
14
1,395
1.8%
15
1,115
1.5%
LARGEST VALUES

261
60
<0.1%
155
55
<0.1%
137
55
<0.1%
133
60
<0.1%
131
60
<0.1%
128
60
<0.1%
127
60
<0.1%
126
60
<0.1%
120
60
<0.1%
117
60
<0.1%
114
50
<0.1%
113
60
<0.1%
112
60
<0.1%
111
50
<0.1%
107
55
<0.1%
max_inactividad
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

longest_inactivity_streak
1.00
gaps_between_sessions_avg
0.65
activity_percentile
-0.48
login_consistency
-0.41
count_jornada_mañana
-0.40
count_login
-0.40
count_jornada_tarde
-0.33
count_login_fri
-0.29
id_grado
-0.29
edad_estudiante
-0.28
count_login_thu
-0.28
count_login_tue
-0.27
consecutive_days_max
-0.26
count_login_wed
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.29
period
0.23
jornada_preferida
0.22
sede
0.21
teacher_sede
0.21
dia_preferido
0.20
estrato
0.14
teacher_edukrea_user_id_x
0.13
teacher_año_inicio_ficc
0.13
demuestra_confianza
0.12
total_hermanos
0.12
actividades_extracurriculares
0.11
teacher_edukrea_user_id_y
0.11
proyección_vocacional
0.11
MOST FREQUENT VALUES

1344.0
425
0.6%
1416.0
375
0.5%
1536.0
285
0.4%
2424.0
200
0.3%
1440.0
160
0.2%
168.42444444444445
100
0.1%
191.17138888888888
70
<0.1%
151.8088888888889
70
<0.1%
457.2502777777778
70
<0.1%
120.3561111111111
70
<0.1%
116.98416666666668
70
<0.1%
673.9594444444444
70
<0.1%
181.2975
70
<0.1%
100.42444444444445
70
<0.1%
115.37
70
<0.1%
SMALLEST VALUES

0.0025
50
<0.1%
0.0077777777777777
55
<0.1%
0.0094444444444444
50
<0.1%
0.0147222222222222
50
<0.1%
0.0436111111111111
60
<0.1%
0.2730555555555555
55
<0.1%
0.2827777777777778
50
<0.1%
0.7358333333333333
55
<0.1%
3.6702777777777778
50
<0.1%
5.183333333333334
50
<0.1%
5.672222222222223
55
<0.1%
9.730277777777776
55
<0.1%
14.525277777777776
50
<0.1%
23.42972222222222
50
<0.1%
25.1975
50
<0.1%
LARGEST VALUES

2424.0
200
0.3%
1536.0
285
0.4%
1440.0
160
0.2%
1416.0
375
0.5%
1344.0
425
0.6%
1223.7947222222222
50
<0.1%
1223.516111111111
55
<0.1%
1145.4169444444444
55
<0.1%
1127.6683333333333
55
<0.1%
1123.846388888889
55
<0.1%
1101.4275
55
<0.1%
1092.925
60
<0.1%
1034.4386111111112
50
<0.1%
1033.9844444444443
55
<0.1%
1029.1763888888888
50
<0.1%
count_login_mon
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

count_login
0.50
activity_percentile
0.47
count_jornada_tarde
0.45
count_jornada_noche
0.43
login_consistency
0.41
consecutive_days_max
0.40
count_jornada_mañana
0.40
count_login_sun
0.32
count_login_wed
0.31
count_login_sat
0.26
gaps_between_sessions_avg
-0.26
count_login_fri
0.25
longest_inactivity_streak
-0.19
max_inactividad
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

dia_preferido
0.54
teacher_nombre
0.23
sede
0.17
teacher_sede
0.17
students_viewed_least_module
0.14
proyección_vocacional
0.14
total_hermanos
0.14
total_subjects
0.13
teacher_total_subjects
0.13
teacher_edukrea_user_id_x
0.11
period
0.11
familia
0.10
teacher_edukrea_user_id_y
0.10
demuestra_confianza
0.10
MOST FREQUENT VALUES

0
16,980
22.1%
1
8,440
11.0%
2
7,665
10.0%
3
6,295
8.2%
4
4,745
6.2%
5
3,840
5.0%
8
3,110
4.0%
6
2,800
3.6%
9
2,790
3.6%
11
2,690
3.5%
7
2,655
3.5%
10
2,095
2.7%
13
2,085
2.7%
12
1,540
2.0%
16
1,270
1.7%
SMALLEST VALUES

0
16,980
22.1%
1
8,440
11.0%
2
7,665
10.0%
3
6,295
8.2%
4
4,745
6.2%
5
3,840
5.0%
6
2,800
3.6%
7
2,655
3.5%
8
3,110
4.0%
9
2,790
3.6%
10
2,095
2.7%
11
2,690
3.5%
12
1,540
2.0%
13
2,085
2.7%
14
1,215
1.6%
LARGEST VALUES

55
50
<0.1%
44
60
<0.1%
41
50
<0.1%
36
120
0.2%
35
60
<0.1%
32
60
<0.1%
31
110
0.1%
30
175
0.2%
28
170
0.2%
27
105
0.1%
26
110
0.1%
25
230
0.3%
24
215
0.3%
23
275
0.4%
22
440
0.6%
count_login_tue
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

count_login
0.65
count_jornada_mañana
0.64
activity_percentile
0.64
login_consistency
0.62
count_jornada_tarde
0.55
count_login_thu
0.44
consecutive_days_max
0.39
id_grado
0.36
gaps_between_sessions_avg
-0.35
edad_estudiante
0.35
count_login_fri
0.34
count_jornada_noche
0.31
max_inactividad
-0.27
longest_inactivity_streak
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

dia_preferido
0.57
teacher_nombre
0.32
sede
0.24
teacher_sede
0.24
estrato
0.18
teacher_edukrea_user_id_x
0.18
actividades_extracurriculares
0.16
jornada_preferida
0.16
teacher_edukrea_user_id_y
0.15
proyección_vocacional
0.14
years_experience_ficc
0.13
teacher_years_experience_ficc
0.13
teacher_experiencia_ficc_percentil
0.13
rol_adicional
0.13
MOST FREQUENT VALUES

0
10,915
14.2%
1
5,720
7.4%
2
5,570
7.2%
4
4,270
5.6%
3
4,155
5.4%
11
3,860
5.0%
6
3,755
4.9%
8
3,555
4.6%
5
3,520
4.6%
7
3,510
4.6%
10
3,460
4.5%
9
3,305
4.3%
13
2,670
3.5%
12
2,525
3.3%
15
2,065
2.7%
SMALLEST VALUES

0
10,915
14.2%
1
5,720
7.4%
2
5,570
7.2%
3
4,155
5.4%
4
4,270
5.6%
5
3,520
4.6%
6
3,755
4.9%
7
3,510
4.6%
8
3,555
4.6%
9
3,305
4.3%
10
3,460
4.5%
11
3,860
5.0%
12
2,525
3.3%
13
2,670
3.5%
14
1,835
2.4%
LARGEST VALUES

49
50
<0.1%
38
50
<0.1%
37
60
<0.1%
34
180
0.2%
32
60
<0.1%
31
185
0.2%
30
355
0.5%
29
475
0.6%
28
470
0.6%
27
475
0.6%
26
350
0.5%
25
705
0.9%
24
630
0.8%
23
305
0.4%
22
695
0.9%
count_login_wed
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

count_login
0.63
activity_percentile
0.61
count_jornada_mañana
0.58
login_consistency
0.56
count_jornada_tarde
0.55
count_login_fri
0.46
consecutive_days_max
0.44
count_jornada_noche
0.41
gaps_between_sessions_avg
-0.32
count_login_mon
0.31
edad_estudiante
0.29
count_login_sat
0.27
id_grado
0.27
count_login_tue
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

dia_preferido
0.49
teacher_nombre
0.33
sede
0.27
teacher_sede
0.27
demuestra_confianza
0.16
proyección_vocacional
0.15
teacher_edukrea_user_id_x
0.15
jornada_preferida
0.14
estrato
0.12
teacher_edukrea_user_id_y
0.12
teacher_año_inicio_ficc
0.12
years_experience_ficc
0.11
teacher_years_experience_ficc
0.11
teacher_experiencia_ficc_percentil
0.11
MOST FREQUENT VALUES

0
13,785
17.9%
1
6,840
8.9%
2
4,680
6.1%
5
4,290
5.6%
4
4,110
5.3%
6
4,075
5.3%
7
4,070
5.3%
3
3,900
5.1%
9
3,360
4.4%
12
2,955
3.8%
11
2,900
3.8%
8
2,825
3.7%
10
2,740
3.6%
16
2,200
2.9%
13
2,005
2.6%
SMALLEST VALUES

0
13,785
17.9%
1
6,840
8.9%
2
4,680
6.1%
3
3,900
5.1%
4
4,110
5.3%
5
4,290
5.6%
6
4,075
5.3%
7
4,070
5.3%
8
2,825
3.7%
9
3,360
4.4%
10
2,740
3.6%
11
2,900
3.8%
12
2,955
3.8%
13
2,005
2.6%
14
1,800
2.3%
LARGEST VALUES

40
50
<0.1%
39
55
<0.1%
38
50
<0.1%
37
55
<0.1%
35
55
<0.1%
33
60
<0.1%
32
220
0.3%
31
115
0.1%
30
165
0.2%
29
110
0.1%
28
55
<0.1%
27
350
0.5%
26
310
0.4%
25
510
0.7%
24
390
0.5%
count_login_thu
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

count_login
0.64
activity_percentile
0.61
count_jornada_tarde
0.59
login_consistency
0.58
count_jornada_mañana
0.55
count_login_tue
0.44
consecutive_days_max
0.41
count_jornada_noche
0.41
id_grado
0.35
edad_estudiante
0.34
gaps_between_sessions_avg
-0.33
count_login_fri
0.32
max_inactividad
-0.28
longest_inactivity_streak
-0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

dia_preferido
0.67
teacher_nombre
0.35
teacher_edukrea_user_id_x
0.23
sede
0.22
teacher_sede
0.22
teacher_edukrea_user_id_y
0.21
year
0.20
teacher_year
0.20
total_subjects
0.19
teacher_total_subjects
0.19
proyección_vocacional
0.18
estrato
0.18
jornada_preferida
0.17
actividades_extracurriculares
0.17
MOST FREQUENT VALUES

0
16,960
22.1%
1
6,855
8.9%
2
6,080
7.9%
5
3,500
4.6%
4
3,335
4.3%
3
3,185
4.1%
11
2,775
3.6%
10
2,710
3.5%
7
2,490
3.2%
6
2,380
3.1%
14
2,160
2.8%
8
2,160
2.8%
16
2,035
2.6%
13
1,845
2.4%
15
1,815
2.4%
SMALLEST VALUES

0
16,960
22.1%
1
6,855
8.9%
2
6,080
7.9%
3
3,185
4.1%
4
3,335
4.3%
5
3,500
4.6%
6
2,380
3.1%
7
2,490
3.2%
8
2,160
2.8%
9
1,760
2.3%
10
2,710
3.5%
11
2,775
3.6%
12
1,605
2.1%
13
1,845
2.4%
14
2,160
2.8%
LARGEST VALUES

50
60
<0.1%
47
50
<0.1%
44
60
<0.1%
41
60
<0.1%
40
60
<0.1%
38
60
<0.1%
37
60
<0.1%
36
60
<0.1%
35
225
0.3%
34
240
0.3%
33
120
0.2%
32
245
0.3%
31
120
0.2%
30
465
0.6%
29
280
0.4%
count_login_fri
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

count_jornada_mañana
0.74
count_login
0.72
activity_percentile
0.65
consecutive_days_max
0.54
count_jornada_tarde
0.51
edad_estudiante
0.49
login_consistency
0.48
id_grado
0.47
count_login_wed
0.46
count_jornada_noche
0.40
count_login_tue
0.34
count_login_sat
0.33
gaps_between_sessions_avg
-0.32
count_login_thu
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.52
dia_preferido
0.49
sede
0.39
teacher_sede
0.39
teacher_edukrea_user_id_x
0.24
teacher_año_inicio_ficc
0.23
jornada_preferida
0.22
years_experience_ficc
0.21
teacher_years_experience_ficc
0.21
teacher_experiencia_ficc_percentil
0.21
demuestra_confianza
0.21
nivel_educativo
0.20
teacher_nivel_educativo
0.20
teacher_nivel_educativo_num
0.20
MOST FREQUENT VALUES

0
25,575
33.3%
1
6,430
8.4%
2
4,560
5.9%
3
4,280
5.6%
5
3,755
4.9%
6
3,005
3.9%
4
2,880
3.7%
8
2,710
3.5%
7
2,600
3.4%
10
2,370
3.1%
9
2,340
3.0%
14
2,130
2.8%
13
2,030
2.6%
15
1,885
2.5%
12
1,835
2.4%
SMALLEST VALUES

0
25,575
33.3%
1
6,430
8.4%
2
4,560
5.9%
3
4,280
5.6%
4
2,880
3.7%
5
3,755
4.9%
6
3,005
3.9%
7
2,600
3.4%
8
2,710
3.5%
9
2,340
3.0%
10
2,370
3.1%
11
1,720
2.2%
12
1,835
2.4%
13
2,030
2.6%
14
2,130
2.8%
LARGEST VALUES

40
60
<0.1%
38
60
<0.1%
37
60
<0.1%
35
170
0.2%
34
55
<0.1%
33
55
<0.1%
32
115
0.1%
29
175
0.2%
28
105
0.1%
27
60
<0.1%
26
60
<0.1%
25
285
0.4%
24
405
0.5%
23
400
0.5%
22
400
0.5%
count_login_sat
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

consecutive_days_max
0.66
count_login_sun
0.64
count_jornada_noche
0.59
count_login
0.52
count_jornada_tarde
0.52
count_jornada_madrugada
0.41
activity_percentile
0.37
count_login_fri
0.33
count_jornada_mañana
0.31
count_login_wed
0.27
count_login_mon
0.26
count_login_thu
0.23
count_login_tue
0.19
zscore_views
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

dia_preferido
0.19
jornada_preferida
0.14
estrato
0.13
period
0.13
teacher_nombre
0.11
demuestra_confianza
0.10
total_hermanos
0.10
proyección_vocacional
0.09
sede
0.08
teacher_sede
0.08
year
0.07
teacher_year
0.07
actividades_extracurriculares
0.07
familia
0.07
MOST FREQUENT VALUES

0
47,880
62.3%
1
11,330
14.7%
2
6,475
8.4%
3
3,255
4.2%
4
2,665
3.5%
5
1,730
2.3%
7
1,025
1.3%
6
690
0.9%
9
510
0.7%
8
460
0.6%
10
415
0.5%
12
170
0.2%
16
60
<0.1%
30
60
<0.1%
14
55
<0.1%
SMALLEST VALUES

0
47,880
62.3%
1
11,330
14.7%
2
6,475
8.4%
3
3,255
4.2%
4
2,665
3.5%
5
1,730
2.3%
6
690
0.9%
7
1,025
1.3%
8
460
0.6%
9
510
0.7%
10
415
0.5%
12
170
0.2%
13
55
<0.1%
14
55
<0.1%
16
60
<0.1%
LARGEST VALUES

30
60
<0.1%
16
60
<0.1%
14
55
<0.1%
13
55
<0.1%
12
170
0.2%
10
415
0.5%
9
510
0.7%
8
460
0.6%
7
1,025
1.3%
6
690
0.9%
5
1,730
2.3%
4
2,665
3.5%
3
3,255
4.2%
2
6,475
8.4%
1
11,330
14.7%
count_login_sun
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

count_login_sat
0.64
consecutive_days_max
0.61
count_jornada_noche
0.59
count_login
0.53
count_jornada_tarde
0.52
count_jornada_madrugada
0.46
activity_percentile
0.37
count_login_mon
0.32
count_jornada_mañana
0.31
count_login_fri
0.28
count_login_thu
0.26
count_login_wed
0.22
login_consistency
0.19
count_login_tue
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

dia_preferido
0.31
estrato
0.14
proyección_vocacional
0.14
period
0.12
jornada_preferida
0.12
familia
0.11
demuestra_confianza
0.09
teacher_nombre
0.09
year
0.09
teacher_year
0.09
interés_estudios_superiores
0.08
actividades_extracurriculares
0.08
total_hermanos
0.08
median_interactions_per_module
0.06
MOST FREQUENT VALUES

0
39,995
52.1%
1
11,695
15.2%
2
7,505
9.8%
3
5,445
7.1%
4
4,295
5.6%
5
2,370
3.1%
6
1,555
2.0%
8
1,130
1.5%
7
745
1.0%
11
495
0.6%
10
405
0.5%
9
280
0.4%
12
240
0.3%
13
170
0.2%
14
160
0.2%
SMALLEST VALUES

0
39,995
52.1%
1
11,695
15.2%
2
7,505
9.8%
3
5,445
7.1%
4
4,295
5.6%
5
2,370
3.1%
6
1,555
2.0%
7
745
1.0%
8
1,130
1.5%
9
280
0.4%
10
405
0.5%
11
495
0.6%
12
240
0.3%
13
170
0.2%
14
160
0.2%
LARGEST VALUES

53
60
<0.1%
24
60
<0.1%
19
60
<0.1%
18
60
<0.1%
15
110
0.1%
14
160
0.2%
13
170
0.2%
12
240
0.3%
11
495
0.6%
10
405
0.5%
9
280
0.4%
8
1,130
1.5%
7
745
1.0%
6
1,555
2.0%
5
2,370
3.1%
count_jornada_madrugada
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

consecutive_days_max
0.51
count_login_sun
0.46
count_login_sat
0.41
count_login
0.32
count_jornada_noche
0.29
count_jornada_tarde
0.27
count_login_fri
0.23
count_login_thu
0.18
count_login_mon
0.17
count_jornada_mañana
0.16
count_login_tue
0.13
activity_percentile
0.13
count_login_wed
0.13
zscore_views
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

total_hermanos
0.22
dia_preferido
0.21
jornada_preferida
0.12
proyección_vocacional
0.10
familia
0.09
interés_estudios_superiores
0.08
tipo_vivienda
0.08
estrato
0.08
teacher_nombre
0.07
actividades_extracurriculares
0.07
participación_clase
0.07
period
0.06
demuestra_confianza
0.06
sede
0.05
MOST FREQUENT VALUES

0
70,665
92.0%
1
3,785
4.9%
2
1,300
1.7%
3
470
0.6%
4
165
0.2%
6
110
0.1%
28
60
<0.1%
9
60
<0.1%
44
60
<0.1%
18
55
<0.1%
19
55
<0.1%
8
50
<0.1%
SMALLEST VALUES

0
70,665
92.0%
1
3,785
4.9%
2
1,300
1.7%
3
470
0.6%
4
165
0.2%
6
110
0.1%
8
50
<0.1%
9
60
<0.1%
18
55
<0.1%
19
55
<0.1%
28
60
<0.1%
44
60
<0.1%
LARGEST VALUES

44
60
<0.1%
28
60
<0.1%
19
55
<0.1%
18
55
<0.1%
9
60
<0.1%
8
50
<0.1%
6
110
0.1%
4
165
0.2%
3
470
0.6%
2
1,300
1.7%
1
3,785
4.9%
0
70,665
92.0%
count_jornada_mañana
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

count_login
0.89
activity_percentile
0.88
login_consistency
0.81
count_login_fri
0.74
count_login_tue
0.64
count_jornada_tarde
0.59
count_login_wed
0.58
consecutive_days_max
0.57
count_login_thu
0.55
edad_estudiante
0.51
id_grado
0.50
gaps_between_sessions_avg
-0.48
max_inactividad
-0.40
longest_inactivity_streak
-0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.53
sede
0.44
teacher_sede
0.44
jornada_preferida
0.42
dia_preferido
0.27
teacher_edukrea_user_id_x
0.23
nivel_educativo
0.22
teacher_nivel_educativo
0.22
teacher_nivel_educativo_num
0.22
teacher_nivel_educativo_percentil
0.22
estrato
0.21
teacher_año_inicio_ficc
0.20
demuestra_confianza
0.19
years_experience_ficc
0.19
MOST FREQUENT VALUES

1
2,550
3.3%
0
2,405
3.1%
21
2,290
3.0%
20
2,225
2.9%
15
2,125
2.8%
4
2,125
2.8%
17
2,070
2.7%
12
2,060
2.7%
22
2,000
2.6%
25
1,985
2.6%
26
1,945
2.5%
3
1,915
2.5%
11
1,910
2.5%
13
1,895
2.5%
24
1,855
2.4%
SMALLEST VALUES

0
2,405
3.1%
1
2,550
3.3%
2
1,820
2.4%
3
1,915
2.5%
4
2,125
2.8%
5
1,785
2.3%
6
1,785
2.3%
7
1,710
2.2%
8
1,630
2.1%
9
1,705
2.2%
10
1,650
2.1%
11
1,910
2.5%
12
2,060
2.7%
13
1,895
2.5%
14
1,710
2.2%
LARGEST VALUES

95
60
<0.1%
78
60
<0.1%
76
60
<0.1%
74
55
<0.1%
72
110
0.1%
68
115
0.1%
66
55
<0.1%
64
175
0.2%
63
60
<0.1%
61
155
0.2%
60
190
0.2%
59
115
0.1%
58
300
0.4%
57
120
0.2%
56
170
0.2%
count_jornada_tarde
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

count_login
0.86
activity_percentile
0.78
consecutive_days_max
0.65
login_consistency
0.64
count_login_thu
0.59
count_jornada_mañana
0.59
count_jornada_noche
0.59
count_login_tue
0.55
count_login_wed
0.55
count_login_sat
0.52
count_login_sun
0.52
count_login_fri
0.51
count_login_mon
0.45
gaps_between_sessions_avg
-0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.32
jornada_preferida
0.29
sede
0.25
teacher_sede
0.25
estrato
0.20
teacher_edukrea_user_id_x
0.19
proyección_vocacional
0.19
actividades_extracurriculares
0.18
dia_preferido
0.16
teacher_edukrea_user_id_y
0.16
period
0.12
total_subjects
0.12
teacher_total_subjects
0.12
total_hermanos
0.12
MOST FREQUENT VALUES

7
3,935
5.1%
8
3,935
5.1%
9
3,920
5.1%
10
3,910
5.1%
5
3,785
4.9%
0
3,755
4.9%
12
3,695
4.8%
11
3,510
4.6%
3
3,495
4.5%
1
3,355
4.4%
2
3,285
4.3%
4
3,235
4.2%
14
3,090
4.0%
6
3,035
4.0%
13
2,825
3.7%
SMALLEST VALUES

0
3,755
4.9%
1
3,355
4.4%
2
3,285
4.3%
3
3,495
4.5%
4
3,235
4.2%
5
3,785
4.9%
6
3,035
4.0%
7
3,935
5.1%
8
3,935
5.1%
9
3,920
5.1%
10
3,910
5.1%
11
3,510
4.6%
12
3,695
4.8%
13
2,825
3.7%
14
3,090
4.0%
LARGEST VALUES

92
60
<0.1%
58
60
<0.1%
57
60
<0.1%
56
60
<0.1%
55
55
<0.1%
50
60
<0.1%
46
290
0.4%
45
50
<0.1%
44
60
<0.1%
43
60
<0.1%
42
120
0.2%
41
125
0.2%
39
285
0.4%
38
230
0.3%
37
280
0.4%
count_jornada_noche
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

count_login
0.67
consecutive_days_max
0.62
count_login_sun
0.59
count_jornada_tarde
0.59
count_login_sat
0.59
activity_percentile
0.54
count_login_mon
0.43
count_login_wed
0.41
count_login_thu
0.41
count_login_fri
0.40
login_consistency
0.39
count_jornada_mañana
0.38
count_login_tue
0.31
count_jornada_madrugada
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.18
proyección_vocacional
0.17
jornada_preferida
0.16
period
0.15
estrato
0.15
demuestra_confianza
0.13
year
0.12
teacher_year
0.12
actividades_extracurriculares
0.12
sede
0.12
teacher_sede
0.12
dia_preferido
0.11
total_hermanos
0.09
teacher_edukrea_user_id_x
0.09
MOST FREQUENT VALUES

0
21,195
27.6%
1
10,910
14.2%
2
7,225
9.4%
3
6,535
8.5%
4
6,025
7.8%
5
4,905
6.4%
6
3,575
4.7%
7
3,230
4.2%
8
2,155
2.8%
9
1,585
2.1%
10
1,410
1.8%
13
1,385
1.8%
11
1,200
1.6%
12
850
1.1%
15
840
1.1%
SMALLEST VALUES

0
21,195
27.6%
1
10,910
14.2%
2
7,225
9.4%
3
6,535
8.5%
4
6,025
7.8%
5
4,905
6.4%
6
3,575
4.7%
7
3,230
4.2%
8
2,155
2.8%
9
1,585
2.1%
10
1,410
1.8%
11
1,200
1.6%
12
850
1.1%
13
1,385
1.8%
14
515
0.7%
LARGEST VALUES

47
60
<0.1%
42
60
<0.1%
33
60
<0.1%
32
60
<0.1%
31
60
<0.1%
30
60
<0.1%
29
50
<0.1%
28
55
<0.1%
27
170
0.2%
26
60
<0.1%
25
60
<0.1%
24
170
0.2%
23
115
0.1%
22
175
0.2%
21
60
<0.1%
login_consistency
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

activity_percentile
0.84
count_jornada_mañana
0.81
count_login
0.80
count_jornada_tarde
0.64
count_login_tue
0.62
count_login_thu
0.58
count_login_wed
0.56
gaps_between_sessions_avg
-0.51
count_login_fri
0.48
count_login_mon
0.41
longest_inactivity_streak
-0.41
max_inactividad
-0.41
count_jornada_noche
0.39
consecutive_days_max
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.35
sede
0.30
teacher_sede
0.30
jornada_preferida
0.29
dia_preferido
0.23
estrato
0.16
nivel_educativo
0.15
teacher_nivel_educativo
0.15
teacher_nivel_educativo_num
0.15
teacher_nivel_educativo_percentil
0.15
teacher_edukrea_user_id_x
0.14
proyección_vocacional
0.14
total_hermanos
0.13
actividades_extracurriculares
0.12
MOST FREQUENT VALUES

0.7867957924694431
975
1.3%
0.3779644730092272
695
0.9%
0.3779644730092273
540
0.7%
1.1338934190276817
530
0.7%
1.2149857925879115
460
0.6%
1.4960264830861911
455
0.6%
0.7559289460184546
430
0.6%
2.23606797749979
395
0.5%
4.041451884327381
380
0.5%
3.401680257083045
365
0.5%
2.878491668515698
335
0.4%
2.29906813420444
310
0.4%
1.914854215512676
290
0.4%
6.848705126136028
285
0.4%
5.380741673076394
275
0.4%
SMALLEST VALUES

0.3779644730092272
695
0.9%
0.3779644730092273
540
0.7%
0.4879500364742665
160
0.2%
0.4879500364742666
155
0.2%
0.5345224838248487
155
0.2%
0.5345224838248488
55
<0.1%
0.6900655593423541
70
<0.1%
0.7559289460184544
110
0.1%
0.7559289460184545
50
<0.1%
0.7559289460184546
430
0.6%
0.7867957924694431
975
1.3%
0.816496580927726
50
<0.1%
0.9511897312113418
50
<0.1%
0.951189731211342
205
0.3%
0.9759000729485332
265
0.3%
LARGEST VALUES

18.9949868073006
50
<0.1%
18.36404354269765
50
<0.1%
18.07392228230128
60
<0.1%
16.777252172992764
60
<0.1%
16.26565180284604
50
<0.1%
16.142225019229183
50
<0.1%
15.883504471171165
60
<0.1%
15.151614718287572
50
<0.1%
14.907652237629344
50
<0.1%
14.772883782054716
60
<0.1%
14.3858395984517
55
<0.1%
13.92496900911316
60
<0.1%
13.796134724383252
55
<0.1%
13.611969522655944
55
<0.1%
13.562904591287994
60
<0.1%
dia_preferido
MISSING:
---
TOP CATEGORIES

jueves
20,600
27%
martes
19,920
26%
miercoles
14,450
19%
lunes
13,885
18%
viernes
6,595
9%
domingo
815
1%
sabado
570
<1%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
dia_preferido
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
país_origen
0.10
nee
0.06
sede
0.05

THESE FEATURES
GIVE INFORMATION
ON dia_preferido:

teacher_nombre
0.06
period
0.03
proyección_vocacional
0.02
sede
0.02
teacher_sede
0.02
teacher_edukrea_user_id_x
0.02
actividades_extracurriculares
0.02
jornada_preferida
0.02
teacher_edukrea_user_id_y
0.02
teacher_año_inicio_ficc
0.02
total_subjects
0.02
teacher_total_subjects
0.02
demuestra_confianza
0.02
year
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dia_preferido
CORRELATION RATIO WITH...

count_login_thu
0.67
count_login_tue
0.57
count_login_mon
0.54
count_login_fri
0.49
count_login_wed
0.49
count_login_sun
0.31
id_grado
0.29
edad_estudiante
0.28
count_jornada_mañana
0.27
num_students
0.25
activity_percentile
0.24
edukrea_user_id
0.23
login_consistency
0.23
count_login
0.21
jornada_preferida
MISSING:
---
TOP CATEGORIES

mañana
59,260
77%
tarde
14,485
19%
noche
2,990
4%
madrugada
100
<1%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
jornada_preferida
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
sede
0.05
teacher_sede
0.05
país_origen
0.04

THESE FEATURES
GIVE INFORMATION
ON jornada_preferida:

teacher_nombre
0.07
sede
0.05
teacher_sede
0.05
dia_preferido
0.04
proyección_vocacional
0.02
demuestra_confianza
0.02
actividades_extracurriculares
0.02
estrato
0.02
total_hermanos
0.02
tipo_vivienda
0.01
teacher_edukrea_user_id_x
0.01
nivel_educativo
0.01
teacher_nivel_educativo
0.01
teacher_nivel_educativo_num
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
jornada_preferida
CORRELATION RATIO WITH...

count_jornada_mañana
0.42
count_jornada_tarde
0.29
login_consistency
0.29
activity_percentile
0.27
edad_estudiante
0.25
num_students
0.24
id_grado
0.24
count_login_fri
0.22
max_inactividad
0.22
longest_inactivity_streak
0.22
count_login
0.20
unique_students_count
0.17
teacher_unique_students_count
0.17
count_login_thu
0.17
login_regularity_score
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

gaps_between_sessions_avg
0.24
activity_percentile
-0.19
login_consistency
-0.18
count_login
-0.15
count_jornada_mañana
-0.14
count_jornada_tarde
-0.13
count_login_tue
-0.12
count_login_thu
-0.11
count_login_wed
-0.10
consecutive_days_max
-0.08
count_jornada_noche
-0.08
count_login_mon
-0.08
count_login_fri
-0.07
relative_views_percentile
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

demuestra_confianza
0.12
jornada_preferida
0.10
medio_transporte
0.09
proyección_vocacional
0.08
dia_preferido
0.08
teacher_nombre
0.07
estrato
0.07
total_hermanos
0.07
period
0.06
year
0.06
teacher_year
0.06
nee
0.06
género
0.05
interés_estudios_superiores
0.05
MOST FREQUENT VALUES

0.0
73,005
95.0%
0.0479008287628124
70
<0.1%
0.1296004804519969
70
<0.1%
0.2452910631588586
70
<0.1%
0.0470739970393903
70
<0.1%
0.0677482281879001
70
<0.1%
0.1822930134831146
70
<0.1%
0.2322295352444741
70
<0.1%
0.2581889624198566
70
<0.1%
0.0325674646062627
70
<0.1%
0.0830126082828482
70
<0.1%
0.1309087984697214
65
<0.1%
0.1158169753969071
60
<0.1%
0.0057063203632249
60
<0.1%
0.0255604651268482
60
<0.1%
SMALLEST VALUES

0.0
73,005
95.0%
0.0013412962767376
50
<0.1%
0.0056607115357486
60
<0.1%
0.0057063203632249
60
<0.1%
0.0066106878566613
60
<0.1%
0.0104577096163995
60
<0.1%
0.0104837225544089
50
<0.1%
0.0127007720175976
60
<0.1%
0.0143202961264085
50
<0.1%
0.0159191295765052
50
<0.1%
0.0171669576015861
60
<0.1%
0.0177013411564377
55
<0.1%
0.0226870425965856
60
<0.1%
0.0247518549438017
50
<0.1%
0.0255604651268482
60
<0.1%
LARGEST VALUES

0.9693831870488088
55
<0.1%
0.6945667286955407
55
<0.1%
0.5897521349177421
60
<0.1%
0.5703637831672501
55
<0.1%
0.5701698496087557
50
<0.1%
0.5292684730687561
50
<0.1%
0.522947191635567
55
<0.1%
0.3460596780460939
55
<0.1%
0.3427083821318749
50
<0.1%
0.3159897495021411
50
<0.1%
0.26921902189692
50
<0.1%
0.268259628298971
50
<0.1%
0.2604976361369652
50
<0.1%
0.2581889624198566
70
<0.1%
0.2452910631588586
70
<0.1%
consecutive_days_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

count_login
0.74
count_login_sat
0.66
count_jornada_tarde
0.65
count_jornada_noche
0.62
count_login_sun
0.61
activity_percentile
0.60
count_jornada_mañana
0.57
count_login_fri
0.54
count_jornada_madrugada
0.51
count_login_wed
0.44
count_login_thu
0.41
count_login_mon
0.40
count_login_tue
0.39
login_consistency
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.34
sede
0.27
teacher_sede
0.27
estrato
0.20
dia_preferido
0.18
teacher_edukrea_user_id_x
0.17
proyección_vocacional
0.15
demuestra_confianza
0.14
teacher_edukrea_user_id_y
0.14
teacher_año_inicio_ficc
0.14
total_subjects
0.13
teacher_total_subjects
0.13
nivel_educativo
0.13
teacher_nivel_educativo
0.13
MOST FREQUENT VALUES

3
17,425
22.7%
2
15,560
20.3%
4
13,610
17.7%
1
11,350
14.8%
5
10,860
14.1%
6
3,890
5.1%
7
1,445
1.9%
9
655
0.9%
8
475
0.6%
11
405
0.5%
10
400
0.5%
13
235
0.3%
12
175
0.2%
16
60
<0.1%
19
60
<0.1%
SMALLEST VALUES

1
11,350
14.8%
2
15,560
20.3%
3
17,425
22.7%
4
13,610
17.7%
5
10,860
14.1%
6
3,890
5.1%
7
1,445
1.9%
8
475
0.6%
9
655
0.9%
10
400
0.5%
11
405
0.5%
12
175
0.2%
13
235
0.3%
16
60
<0.1%
19
60
<0.1%
LARGEST VALUES

47
60
<0.1%
31
55
<0.1%
22
60
<0.1%
20
55
<0.1%
19
60
<0.1%
16
60
<0.1%
13
235
0.3%
12
175
0.2%
11
405
0.5%
10
400
0.5%
9
655
0.9%
8
475
0.6%
7
1,445
1.9%
6
3,890
5.1%
5
10,860
14.1%
gaps_between_sessions_avg
MISSING:
1,445
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_inactividad
0.65
longest_inactivity_streak
0.65
activity_percentile
-0.59
login_consistency
-0.51
count_login
-0.50
count_jornada_mañana
-0.48
count_jornada_tarde
-0.42
count_login_tue
-0.35
count_login_thu
-0.33
consecutive_days_max
-0.33
count_login_wed
-0.32
count_login_fri
-0.32
id_grado
-0.28
edad_estudiante
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.25
sede
0.20
teacher_sede
0.20
jornada_preferida
0.16
dia_preferido
0.15
period
0.12
proyección_vocacional
0.12
actividades_extracurriculares
0.11
teacher_edukrea_user_id_x
0.11
rol_adicional
0.10
teacher_rol_adicional
0.10
nivel_educativo
0.10
teacher_nivel_educativo
0.10
teacher_nivel_educativo_num
0.10
MOST FREQUENT VALUES

28.18470987654321
70
<0.1%
38.78976430976432
70
<0.1%
47.42817901234568
70
<0.1%
42.40633928571429
70
<0.1%
259.8328333333333
70
<0.1%
43.50713888888889
70
<0.1%
39.10833333333333
70
<0.1%
46.57392857142857
70
<0.1%
72.1803086419753
70
<0.1%
38.15875816993464
70
<0.1%
23.07702991452992
70
<0.1%
53.97714912280702
70
<0.1%
37.79511784511784
70
<0.1%
33.332314814814815
70
<0.1%
25.069444444444443
70
<0.1%
SMALLEST VALUES

0.0025
50
<0.1%
0.0061111111111111
50
<0.1%
0.0077777777777777
55
<0.1%
0.0147222222222222
50
<0.1%
0.0436111111111111
60
<0.1%
0.2730555555555555
55
<0.1%
0.2827777777777778
50
<0.1%
0.6051388888888889
55
<0.1%
2.7825
50
<0.1%
3.6702777777777778
50
<0.1%
4.342619047619047
50
<0.1%
5.580344671201813
60
<0.1%
5.672222222222223
55
<0.1%
8.367638888888889
50
<0.1%
8.371597222222222
50
<0.1%
LARGEST VALUES

842.2963888888889
55
<0.1%
577.260138888889
60
<0.1%
529.8472222222222
60
<0.1%
506.6715277777778
60
<0.1%
505.4604166666666
50
<0.1%
503.94194444444446
50
<0.1%
503.9091666666667
60
<0.1%
503.8734722222222
50
<0.1%
469.4747222222222
55
<0.1%
424.7365740740741
55
<0.1%
401.2053703703704
50
<0.1%
398.0455555555555
60
<0.1%
377.30347222222224
60
<0.1%
366.9169444444444
55
<0.1%
361.4926388888889
50
<0.1%
engagement_decay
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

num_students
-0.07
days_before_start
-0.06
edukrea_user_id
0.05
total_hours
0.05
teacher_total_hours
0.05
max_inactividad
-0.04
longest_inactivity_streak
-0.04
modules_participated
0.04
id_docente
-0.03
teacher_id_docente
-0.03
id_least_viewed_module
-0.03
percent_modules_participated
0.03
count_login_mon
0.03
gaps_between_sessions_avg
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

year
0.09
teacher_year
0.09
teacher_nombre
0.09
period
0.09
jornada_preferida
0.08
actividades_extracurriculares
0.08
dia_preferido
0.08
familia
0.07
demuestra_confianza
0.07
total_hermanos
0.07
proyección_vocacional
0.06
teacher_año_inicio_ficc
0.06
interés_estudios_superiores
0.06
apoyo_familiar
0.05
MOST FREQUENT VALUES

0.0
5,830
7.6%
-0.8660254037844387
460
0.6%
0.7745966692414834
355
0.5%
0.8660254037844387
210
0.3%
0.7071067811865474
200
0.3%
0.1443375672974064
165
0.2%
0.5773502691896258
160
0.2%
0.8944271909999159
155
0.2%
-0.2581988897471611
155
0.2%
0.3162277660168379
150
0.2%
0.3273268353539885
145
0.2%
-0.1581138830084189
115
0.1%
-0.7745966692414834
115
0.1%
-0.1348399724926484
110
0.1%
0.1690308509457033
110
0.1%
SMALLEST VALUES

-0.9438798074485388
60
<0.1%
-0.918558653543692
55
<0.1%
-0.8838834764831843
50
<0.1%
-0.8660254037844387
460
0.6%
-0.8215838362577491
50
<0.1%
-0.8189230248533257
50
<0.1%
-0.7833494518006402
50
<0.1%
-0.7745966692414834
115
0.1%
-0.7296535932873784
55
<0.1%
-0.7071067811865476
55
<0.1%
-0.7071067811865475
50
<0.1%
-0.6971370023173351
60
<0.1%
-0.6943650748294136
50
<0.1%
-0.691823309868404
55
<0.1%
-0.674199862463242
55
<0.1%
LARGEST VALUES

1.0
50
<0.1%
0.9819805060619656
100
0.1%
0.9467292624062574
50
<0.1%
0.8944271909999159
155
0.2%
0.8865926413116155
50
<0.1%
0.8660254037844387
210
0.3%
0.8660254037844385
55
<0.1%
0.8366600265340756
50
<0.1%
0.834057656228299
50
<0.1%
0.800094691365663
50
<0.1%
0.7745966692414834
355
0.5%
0.7559289460184545
50
<0.1%
0.7378647873726218
50
<0.1%
0.7268872856215483
55
<0.1%
0.7226096756442302
60
<0.1%
activity_percentile
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

count_login
0.92
count_jornada_mañana
0.88
login_consistency
0.84
count_jornada_tarde
0.78
count_login_fri
0.65
count_login_tue
0.64
count_login_thu
0.61
count_login_wed
0.61
consecutive_days_max
0.60
gaps_between_sessions_avg
-0.59
count_jornada_noche
0.54
edad_estudiante
0.48
longest_inactivity_streak
-0.48
max_inactividad
-0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.51
sede
0.42
teacher_sede
0.42
jornada_preferida
0.27
dia_preferido
0.24
estrato
0.23
teacher_edukrea_user_id_x
0.23
nivel_educativo
0.21
teacher_nivel_educativo
0.21
teacher_nivel_educativo_num
0.21
teacher_nivel_educativo_percentil
0.21
proyección_vocacional
0.20
demuestra_confianza
0.19
teacher_edukrea_user_id_y
0.18
MOST FREQUENT VALUES

50.71695760598504
1,870
2.4%
65.74189526184539
1,775
2.3%
52.68079800498753
1,605
2.1%
43.76558603491272
1,525
2.0%
59.81920199501247
1,480
1.9%
58.19825436408978
1,475
1.9%
40.80423940149626
1,475
1.9%
61.44014962593515
1,440
1.9%
29.17705735660848
1,395
1.8%
37.74937655860349
1,360
1.8%
72.63092269326683
1,355
1.8%
8.135910224438902
1,340
1.7%
45.35536159600998
1,320
1.7%
70.04364089775561
1,285
1.7%
39.276807980049874
1,245
1.6%
SMALLEST VALUES

1.9326683291770577
1,235
1.6%
5.236907730673317
795
1.0%
8.135910224438902
1,340
1.7%
11.159600997506235
1,155
1.5%
13.71571072319202
890
1.2%
15.835411471321695
855
1.1%
17.955112219451372
1,020
1.3%
19.856608478803
1,040
1.4%
21.695760598503743
1,195
1.6%
23.410224438902745
755
1.0%
24.93765586034913
1,095
1.4%
26.43391521197008
800
1.0%
27.743142144638405
875
1.1%
29.17705735660848
1,395
1.8%
30.76683291770573
1,115
1.5%
LARGEST VALUES

100.0
60
<0.1%
99.93765586034912
55
<0.1%
99.87531172069824
55
<0.1%
99.8129675810474
60
<0.1%
99.75062344139651
60
<0.1%
99.68827930174564
60
<0.1%
99.62593516209476
60
<0.1%
99.56359102244387
60
<0.1%
99.501246882793
60
<0.1%
99.43890274314214
60
<0.1%
99.37655860349128
50
<0.1%
99.3142144638404
60
<0.1%
99.25187032418953
60
<0.1%
99.18952618453864
50
<0.1%
99.1271820448878
55
<0.1%
longest_inactivity_streak
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_inactividad
1.00
gaps_between_sessions_avg
0.65
activity_percentile
-0.48
login_consistency
-0.41
count_jornada_mañana
-0.40
count_login
-0.40
count_jornada_tarde
-0.33
count_login_fri
-0.29
id_grado
-0.29
edad_estudiante
-0.28
count_login_thu
-0.28
count_login_tue
-0.27
consecutive_days_max
-0.26
count_login_wed
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.29
period
0.23
jornada_preferida
0.22
sede
0.21
teacher_sede
0.21
dia_preferido
0.20
estrato
0.14
teacher_edukrea_user_id_x
0.13
teacher_año_inicio_ficc
0.13
demuestra_confianza
0.12
total_hermanos
0.12
actividades_extracurriculares
0.11
teacher_edukrea_user_id_y
0.11
proyección_vocacional
0.11
MOST FREQUENT VALUES

56.0
425
0.6%
59.0
375
0.5%
64.0
285
0.4%
101.0
200
0.3%
60.0
160
0.2%
7.017685185185186
100
0.1%
7.965474537037037
70
<0.1%
6.325370370370371
70
<0.1%
19.052094907407408
70
<0.1%
5.014837962962963
70
<0.1%
4.874340277777778
70
<0.1%
28.08164351851852
70
<0.1%
7.554062500000001
70
<0.1%
4.184351851851852
70
<0.1%
4.807083333333334
70
<0.1%
SMALLEST VALUES

0.0001041666666666
50
<0.1%
0.000324074074074
55
<0.1%
0.0003935185185185
50
<0.1%
0.0006134259259259
50
<0.1%
0.0018171296296296
60
<0.1%
0.0113773148148148
55
<0.1%
0.0117824074074074
50
<0.1%
0.0306597222222222
55
<0.1%
0.1529282407407407
50
<0.1%
0.2159722222222222
50
<0.1%
0.2363425925925926
55
<0.1%
0.4054282407407407
55
<0.1%
0.6052199074074074
50
<0.1%
0.976238425925926
50
<0.1%
1.0498958333333337
50
<0.1%
LARGEST VALUES

101.0
200
0.3%
64.0
285
0.4%
60.0
160
0.2%
59.0
375
0.5%
56.0
425
0.6%
50.99144675925925
50
<0.1%
50.97983796296296
55
<0.1%
47.72570601851852
55
<0.1%
46.98618055555555
55
<0.1%
46.82693287037037
55
<0.1%
45.8928125
55
<0.1%
45.53854166666667
60
<0.1%
43.1016087962963
50
<0.1%
43.08268518518519
55
<0.1%
42.88234953703704
50
<0.1%
intensidad
MISSING:
---
TOP CATEGORIES

1
23,755
31%
4
17,160
22%
3
16,885
22%
2
11,120
14%
5
4,010
5%
6
2,855
4%
7
1,050
1%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
intensidad
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
teacher_nombre
0.27
median_interactions_per_student
0.22
teacher_edukrea_user_id_x
0.21

THESE FEATURES
GIVE INFORMATION
ON intensidad:

teacher_nombre
0.55
teacher_edukrea_user_id_x
0.15
teacher_año_inicio_ficc
0.12
total_subjects
0.12
teacher_total_subjects
0.12
years_experience_ficc
0.11
teacher_years_experience_ficc
0.11
teacher_experiencia_ficc_percentil
0.11
nivel_educativo
0.10
teacher_nivel_educativo
0.10
teacher_nivel_educativo_num
0.10
teacher_nivel_educativo_percentil
0.10
teacher_edukrea_user_id_y
0.09
students_viewed_least_module
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
intensidad
CORRELATION RATIO WITH...

id_asignatura
0.79
num_modules_updated
0.62
num_modules
0.62
total_modules
0.62
percent_students_interacted
0.62
percent_interactive
0.62
percent_students_viewed
0.62
num_students_interacted
0.59
log_total_views
0.58
num_students_viewed
0.58
count_content
0.57
percent_modules_out_of_date
0.57
count_interactive
0.56
num_modules_viewed
0.54
id_docente
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

teacher_id_docente
1.00
teacher_moodle_user_id_y
0.41
teacher_moodle_user_id_x
0.41
edukrea_user_id
0.38
max_days_since_creation
-0.29
age
-0.24
teacher_age
-0.24
num_students_interacted
-0.23
percent_collaboration
-0.23
percent_students_interacted
-0.22
count_collaboration
-0.22
teacher_año_nacimiento
0.22
teacher_experiencia_nivel_ficc
-0.22
total_hours
-0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
1.00
teacher_año_inicio_ficc
0.84
years_experience_ficc
0.78
teacher_years_experience_ficc
0.78
teacher_experiencia_ficc_percentil
0.78
teacher_edukrea_user_id_x
0.72
teacher_edukrea_user_id_y
0.65
nivel_educativo
0.49
teacher_nivel_educativo
0.49
teacher_nivel_educativo_num
0.49
teacher_nivel_educativo_percentil
0.49
total_subjects
0.38
teacher_total_subjects
0.38
sede
0.34
MOST FREQUENT VALUES

1.0
5,560
7.2%
38.0
5,360
7.0%
7.0
4,430
5.8%
26.0
4,415
5.7%
4.0
4,210
5.5%
34.0
3,685
4.8%
8.0
3,470
4.5%
19.0
3,440
4.5%
22.0
3,235
4.2%
31.0
3,105
4.0%
6.0
3,000
3.9%
9.0
2,765
3.6%
35.0
2,730
3.6%
10.0
2,590
3.4%
24.0
2,540
3.3%
SMALLEST VALUES

1.0
5,560
7.2%
2.0
220
0.3%
3.0
2,465
3.2%
4.0
4,210
5.5%
5.0
1,935
2.5%
6.0
3,000
3.9%
7.0
4,430
5.8%
8.0
3,470
4.5%
9.0
2,765
3.6%
10.0
2,590
3.4%
11.0
620
0.8%
13.0
720
0.9%
14.0
510
0.7%
15.0
855
1.1%
16.0
230
0.3%
LARGEST VALUES

39.0
2,020
2.6%
38.0
5,360
7.0%
36.0
485
0.6%
35.0
2,730
3.6%
34.0
3,685
4.8%
33.0
415
0.5%
32.0
1,925
2.5%
31.0
3,105
4.0%
29.0
2,265
2.9%
28.0
1,750
2.3%
27.0
330
0.4%
26.0
4,415
5.7%
25.0
75
<0.1%
24.0
2,540
3.3%
23.0
165
0.2%
rol_adicional
MISSING:
---
TOP CATEGORIES

Ninguno
60,820
79%
Miembro del consejo directivo
12,450
16%
Gestor
2,710
4%
Miembro del comité de convivencia
855
1%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
rol_adicional
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
teacher_rol_adicional
1.00
teacher_nombre
0.20
nivel_educativo
0.15

THESE FEATURES
GIVE INFORMATION
ON rol_adicional:

teacher_nombre
1.00
teacher_rol_adicional
1.00
teacher_año_inicio_ficc
0.37
years_experience_ficc
0.31
teacher_years_experience_ficc
0.31
teacher_experiencia_ficc_percentil
0.31
nivel_educativo
0.21
teacher_nivel_educativo
0.21
teacher_nivel_educativo_num
0.21
teacher_nivel_educativo_percentil
0.21
total_subjects
0.17
teacher_total_subjects
0.17
intensidad
0.15
teacher_edukrea_user_id_x
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rol_adicional
CORRELATION RATIO WITH...

years_experience_total
0.66
teacher_years_experience_total
0.66
teacher_año_inicio_laboral
0.65
teacher_año_nacimiento
0.59
age
0.59
teacher_age
0.59
teacher_experiencia_nivel
0.46
teacher_experiencia_nivel_ficc
0.36
teacher_experiencia_total_percentil
0.35
unique_students_count
0.34
teacher_unique_students_count
0.34
edukrea_user_id
0.32
percent_students_viewed
0.28
num_students_viewed
0.27
nivel_educativo
MISSING:
---
TOP CATEGORIES

Pregrado
56,880
74%
Técnico
7,495
10%
Especialización
4,770
6%
Otro
4,290
6%
Maestría
3,400
4%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
nivel_educativo
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
teacher_nivel_educativo
1.00
teacher_nivel_educativo_num
1.00
teacher_nivel_educativo_percentil
1.00

THESE FEATURES
GIVE INFORMATION
ON nivel_educativo:

teacher_nombre
1.00
teacher_nivel_educativo
1.00
teacher_nivel_educativo_num
1.00
teacher_nivel_educativo_percentil
1.00
teacher_año_inicio_ficc
0.38
years_experience_ficc
0.24
teacher_years_experience_ficc
0.24
teacher_experiencia_ficc_percentil
0.24
total_subjects
0.24
teacher_total_subjects
0.24
intensidad
0.18
rol_adicional
0.15
teacher_rol_adicional
0.15
teacher_edukrea_user_id_x
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nivel_educativo
CORRELATION RATIO WITH...

teacher_experiencia_nivel_ficc
0.99
teacher_experiencia_nivel
0.93
teacher_experiencia_total_percentil
0.50
id_docente
0.49
teacher_id_docente
0.49
total_hours
0.45
teacher_total_hours
0.45
avg_days_since_last_update
0.41
percent_students_viewed
0.38
percent_students_interacted
0.38
years_experience_total
0.37
teacher_years_experience_total
0.37
num_students_viewed
0.37
num_students_interacted
0.36
total_subjects
MISSING:
---
TOP CATEGORIES

3
32,355
42%
2
24,370
32%
5
8,185
11%
1
8,110
11%
4
2,760
4%
6
1,055
1%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
total_subjects
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
teacher_total_subjects
1.00
teacher_nombre
0.38
teacher_edukrea_user_id_y
0.33

THESE FEATURES
GIVE INFORMATION
ON total_subjects:

teacher_total_subjects
1.00
teacher_nombre
0.91
teacher_edukrea_user_id_x
0.26
teacher_año_inicio_ficc
0.24
teacher_edukrea_user_id_y
0.23
years_experience_ficc
0.21
teacher_years_experience_ficc
0.21
teacher_experiencia_ficc_percentil
0.21
nivel_educativo
0.16
teacher_nivel_educativo
0.16
teacher_nivel_educativo_num
0.16
teacher_nivel_educativo_percentil
0.16
intensidad
0.14
rol_adicional
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
total_subjects
CORRELATION RATIO WITH...

total_hours
0.63
teacher_total_hours
0.63
teacher_experiencia_nivel
0.57
teacher_año_inicio_laboral
0.53
years_experience_total
0.51
teacher_years_experience_total
0.51
update_events_count
0.51
teacher_update_events_count
0.51
edukrea_user_id
0.50
teacher_experiencia_nivel_ficc
0.49
teacher_experiencia_total_percentil
0.47
teacher_moodle_user_id_x
0.47
teacher_moodle_user_id_y
0.46
teacher_año_nacimiento
0.44
total_hours
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

teacher_total_hours
1.00
update_events_count
0.38
teacher_update_events_count
0.38
max_days_since_creation
0.38
percent_interactive
0.33
count_interactive
0.32
num_modules_updated
0.29
id_least_viewed_module
-0.28
count_collaboration
0.28
num_modules
0.27
total_modules
0.27
id_asignatura
-0.27
count_content
0.26
teacher_total_views
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.92
total_subjects
0.63
teacher_total_subjects
0.63
nivel_educativo
0.45
teacher_nivel_educativo
0.45
teacher_nivel_educativo_num
0.45
teacher_nivel_educativo_percentil
0.45
intensidad
0.43
teacher_edukrea_user_id_x
0.40
year
0.37
teacher_year
0.37
teacher_edukrea_user_id_y
0.29
rol_adicional
0.27
teacher_rol_adicional
0.27
MOST FREQUENT VALUES

28
12,735
16.6%
24
7,670
10.0%
27
7,180
9.3%
31
6,110
8.0%
23
5,360
7.0%
15
3,745
4.9%
9
3,105
4.0%
25
2,925
3.8%
29
2,910
3.8%
32
2,755
3.6%
21
2,730
3.6%
34
2,675
3.5%
26
2,420
3.1%
16
2,265
2.9%
22
2,110
2.7%
SMALLEST VALUES

2
220
0.3%
3
75
<0.1%
5
330
0.4%
6
485
0.6%
7
415
0.5%
8
720
0.9%
9
3,105
4.0%
15
3,745
4.9%
16
2,265
2.9%
17
280
0.4%
21
2,730
3.6%
22
2,110
2.7%
23
5,360
7.0%
24
7,670
10.0%
25
2,925
3.8%
LARGEST VALUES

44
855
1.1%
43
1,790
2.3%
42
1,055
1.4%
41
375
0.5%
39
575
0.7%
38
510
0.7%
36
565
0.7%
35
1,345
1.8%
34
2,675
3.5%
33
545
0.7%
32
2,755
3.6%
31
6,110
8.0%
29
2,910
3.8%
28
12,735
16.6%
27
7,180
9.3%
unique_students_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

teacher_unique_students_count
1.00
edukrea_user_id
-0.37
id_asignatura
0.32
count_login_fri
0.30
moodle_user_id
-0.30
count_jornada_mañana
0.29
teacher_moodle_user_id_x
0.29
teacher_moodle_user_id_y
0.29
activity_percentile
0.27
age
-0.26
teacher_age
-0.26
teacher_año_nacimiento
0.26
num_teacher_views_before_planned_start_date
-0.25
num_modules
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.99
sede
0.50
teacher_sede
0.50
teacher_edukrea_user_id_x
0.48
teacher_año_inicio_ficc
0.44
teacher_edukrea_user_id_y
0.44
intensidad
0.43
total_subjects
0.43
teacher_total_subjects
0.43
years_experience_ficc
0.37
teacher_years_experience_ficc
0.37
teacher_experiencia_ficc_percentil
0.37
nivel_educativo
0.34
teacher_nivel_educativo
0.34
MOST FREQUENT VALUES

189
12,625
16.4%
159
10,320
13.4%
113
7,040
9.2%
85
6,740
8.8%
89
6,230
8.1%
179
3,610
4.7%
122
2,695
3.5%
105
2,665
3.5%
67
2,420
3.1%
101
2,390
3.1%
72
2,165
2.8%
96
1,955
2.5%
104
1,925
2.5%
79
1,750
2.3%
41
1,710
2.2%
SMALLEST VALUES

16
75
<0.1%
24
270
0.4%
28
230
0.3%
30
600
0.8%
41
1,710
2.2%
46
280
0.4%
62
575
0.7%
67
2,420
3.1%
72
2,165
2.8%
73
730
1.0%
74
1,300
1.7%
77
375
0.5%
79
1,750
2.3%
84
1,545
2.0%
85
6,740
8.8%
LARGEST VALUES

189
12,625
16.4%
179
3,610
4.7%
159
10,320
13.4%
145
720
0.9%
136
775
1.0%
122
2,695
3.5%
115
545
0.7%
113
7,040
9.2%
111
655
0.9%
110
510
0.7%
105
2,665
3.5%
104
1,925
2.5%
101
2,390
3.1%
100
845
1.1%
96
1,955
2.5%
update_events_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

teacher_update_events_count
1.00
edukrea_user_id
-0.39
total_hours
0.38
teacher_total_hours
0.38
teacher_total_views
0.26
teacher_moodle_user_id_x
0.24
teacher_moodle_user_id_y
0.24
num_teacher_views_before_planned_start_date
0.23
percent_updated
0.23
count_interactive
0.21
percent_interactive
0.21
num_modules_updated
0.20
teacher_experiencia_total_percentil
-0.18
avg_days_since_last_update
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.88
teacher_edukrea_user_id_x
0.69
teacher_edukrea_user_id_y
0.69
total_subjects
0.51
teacher_total_subjects
0.51
teacher_año_inicio_ficc
0.44
nivel_educativo
0.28
teacher_nivel_educativo
0.28
teacher_nivel_educativo_num
0.28
teacher_nivel_educativo_percentil
0.28
years_experience_ficc
0.25
teacher_years_experience_ficc
0.25
teacher_experiencia_ficc_percentil
0.25
median_interactions_per_student
0.22
MOST FREQUENT VALUES

10796
5,360
7.0%
13236
3,770
4.9%
11979
3,685
4.8%
8679
3,580
4.7%
1708
3,445
4.5%
1417
3,365
4.4%
1693
3,105
4.0%
18057
2,865
3.7%
13594
2,755
3.6%
8293
2,730
3.6%
3102
2,695
3.5%
9152
2,420
3.1%
14156
2,265
2.9%
11685
2,165
2.8%
3435
2,110
2.7%
SMALLEST VALUES

0
965
1.3%
515
720
0.9%
719
845
1.1%
787
75
<0.1%
1111
480
0.6%
1344
485
0.6%
1417
3,365
4.4%
1471
970
1.3%
1498
355
0.5%
1598
165
0.2%
1688
230
0.3%
1693
3,105
4.0%
1708
3,445
4.5%
1878
280
0.4%
3102
2,695
3.5%
LARGEST VALUES

46765
510
0.7%
30081
1,790
2.3%
25245
580
0.8%
24792
390
0.5%
18057
2,865
3.7%
14496
1,540
2.0%
14156
2,265
2.9%
13779
620
0.8%
13594
2,755
3.6%
13236
3,770
4.9%
11979
3,685
4.8%
11781
1,710
2.2%
11685
2,165
2.8%
11232
1,545
2.0%
11192
2,020
2.6%
years_experience_ficc
MISSING:
---
TOP CATEGORIES

0
30,290
39%
1
15,930
21%
2
14,635
19%
3
7,965
10%
4
3,745
5%
5
3,390
4%
6
880
1%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
years_experience_ficc
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
teacher_years_experience_ficc
1.00
teacher_experiencia_ficc_percentil
1.00
teacher_año_inicio_ficc
0.73

THESE FEATURES
GIVE INFORMATION
ON years_experience_ficc:

teacher_years_experience_ficc
1.00
teacher_experiencia_ficc_percentil
1.00
teacher_nombre
0.80
teacher_año_inicio_ficc
0.75
teacher_edukrea_user_id_x
0.29
teacher_edukrea_user_id_y
0.26
total_subjects
0.19
teacher_total_subjects
0.19
nivel_educativo
0.14
teacher_nivel_educativo
0.14
teacher_nivel_educativo_num
0.14
teacher_nivel_educativo_percentil
0.14
rol_adicional
0.13
teacher_rol_adicional
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
years_experience_ficc
CORRELATION RATIO WITH...

teacher_moodle_user_id_x
0.78
id_docente
0.78
teacher_id_docente
0.78
teacher_moodle_user_id_y
0.77
age
0.69
teacher_age
0.69
teacher_año_nacimiento
0.68
teacher_experiencia_total_percentil
0.61
years_experience_total
0.57
teacher_years_experience_total
0.57
teacher_año_inicio_laboral
0.55
min_days_since_creation
0.42
avg_days_since_last_update
0.41
median_days_since_last_update
0.40
years_experience_total
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

teacher_years_experience_total
1.00
teacher_año_inicio_laboral
-1.00
teacher_experiencia_total_percentil
0.90
teacher_año_nacimiento
-0.72
age
0.72
teacher_age
0.72
teacher_experiencia_nivel
0.52
teacher_moodle_user_id_y
-0.38
teacher_moodle_user_id_x
-0.38
percent_updated
-0.24
unique_students_count
-0.23
teacher_unique_students_count
-0.23
teacher_experiencia_nivel_ficc
0.21
avg_days_since_last_update
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
1.00
rol_adicional
0.66
teacher_rol_adicional
0.66
teacher_año_inicio_ficc
0.65
years_experience_ficc
0.57
teacher_years_experience_ficc
0.57
teacher_experiencia_ficc_percentil
0.57
total_subjects
0.51
teacher_total_subjects
0.51
nivel_educativo
0.37
teacher_nivel_educativo
0.37
teacher_nivel_educativo_num
0.37
teacher_nivel_educativo_percentil
0.37
teacher_edukrea_user_id_x
0.32
MOST FREQUENT VALUES

1
16,685
21.7%
0
14,760
19.2%
5
6,970
9.1%
4
6,800
8.9%
6
4,730
6.2%
8
4,725
6.1%
2
4,235
5.5%
3
3,985
5.2%
9
3,540
4.6%
10
3,530
4.6%
7
3,270
4.3%
22
1,710
2.2%
11
1,200
1.6%
12
415
0.5%
23
280
0.4%
SMALLEST VALUES

0
14,760
19.2%
1
16,685
21.7%
2
4,235
5.5%
3
3,985
5.2%
4
6,800
8.9%
5
6,970
9.1%
6
4,730
6.2%
7
3,270
4.3%
8
4,725
6.1%
9
3,540
4.6%
10
3,530
4.6%
11
1,200
1.6%
12
415
0.5%
22
1,710
2.2%
23
280
0.4%
LARGEST VALUES

23
280
0.4%
22
1,710
2.2%
12
415
0.5%
11
1,200
1.6%
10
3,530
4.6%
9
3,540
4.6%
8
4,725
6.1%
7
3,270
4.3%
6
4,730
6.2%
5
6,970
9.1%
4
6,800
8.9%
3
3,985
5.2%
2
4,235
5.5%
1
16,685
21.7%
0
14,760
19.2%
age
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

teacher_age
1.00
teacher_año_nacimiento
-1.00
years_experience_total
0.72
teacher_years_experience_total
0.72
teacher_año_inicio_laboral
-0.71
teacher_experiencia_total_percentil
0.62
teacher_moodle_user_id_x
-0.50
teacher_moodle_user_id_y
-0.50
teacher_experiencia_nivel
0.35
unique_students_count
-0.26
teacher_unique_students_count
-0.26
percent_in_english
0.25
id_docente
-0.24
teacher_id_docente
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
1.00
teacher_año_inicio_ficc
0.80
years_experience_ficc
0.69
teacher_years_experience_ficc
0.69
teacher_experiencia_ficc_percentil
0.69
rol_adicional
0.59
teacher_rol_adicional
0.59
total_subjects
0.42
teacher_total_subjects
0.42
teacher_edukrea_user_id_x
0.39
teacher_edukrea_user_id_y
0.38
intensidad
0.23
nivel_educativo
0.21
teacher_nivel_educativo
0.21
MOST FREQUENT VALUES

26
13,840
18.0%
25
10,015
13.0%
24
9,115
11.9%
21
8,815
11.5%
31
4,945
6.4%
30
4,865
6.3%
23
4,535
5.9%
22
4,530
5.9%
39
3,830
5.0%
28
1,925
2.5%
19
1,750
2.3%
33
1,710
2.2%
42
1,710
2.2%
32
1,645
2.1%
27
1,295
1.7%
SMALLEST VALUES

19
1,750
2.3%
21
8,815
11.5%
22
4,530
5.9%
23
4,535
5.9%
24
9,115
11.9%
25
10,015
13.0%
26
13,840
18.0%
27
1,295
1.7%
28
1,925
2.5%
30
4,865
6.3%
31
4,945
6.4%
32
1,645
2.1%
33
1,710
2.2%
34
390
0.5%
36
355
0.5%
LARGEST VALUES

43
280
0.4%
42
1,710
2.2%
40
775
1.0%
39
3,830
5.0%
37
510
0.7%
36
355
0.5%
34
390
0.5%
33
1,710
2.2%
32
1,645
2.1%
31
4,945
6.4%
30
4,865
6.3%
28
1,925
2.5%
27
1,295
1.7%
26
13,840
18.0%
25
10,015
13.0%
count_evaluation
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

percent_evaluation
0.92
percent_content
-0.92
percent_students_interacted
0.70
num_modules_updated
0.69
num_students_interacted
0.68
percent_modules_out_of_date
0.67
log_total_views
0.67
percent_students_viewed
0.66
count_in_english
0.65
teacher_total_updates
0.65
percent_modules_viewed
0.64
percent_collaboration
0.64
num_students_viewed
0.64
percent_in_english
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.65
intensidad
0.48
students_viewed_least_module
0.40
teacher_edukrea_user_id_x
0.36
years_experience_ficc
0.36
teacher_years_experience_ficc
0.36
teacher_experiencia_ficc_percentil
0.36
teacher_edukrea_user_id_y
0.34
teacher_año_inicio_ficc
0.33
nivel_educativo
0.31
teacher_nivel_educativo
0.31
teacher_nivel_educativo_num
0.31
teacher_nivel_educativo_percentil
0.31
year
0.27
MOST FREQUENT VALUES

0
46,495
60.5%
1
2,445
3.2%
2
2,400
3.1%
15
2,325
3.0%
16
2,095
2.7%
13
2,050
2.7%
3
1,965
2.6%
12
1,955
2.5%
14
1,850
2.4%
8
1,805
2.3%
11
1,655
2.2%
9
1,400
1.8%
4
1,040
1.4%
17
950
1.2%
5
910
1.2%
SMALLEST VALUES

0
46,495
60.5%
1
2,445
3.2%
2
2,400
3.1%
3
1,965
2.6%
4
1,040
1.4%
5
910
1.2%
6
815
1.1%
7
555
0.7%
8
1,805
2.3%
9
1,400
1.8%
10
820
1.1%
11
1,655
2.2%
12
1,955
2.5%
13
2,050
2.7%
14
1,850
2.4%
LARGEST VALUES

29
115
0.1%
26
80
0.1%
25
75
<0.1%
24
255
0.3%
23
80
0.1%
22
170
0.2%
21
435
0.6%
20
680
0.9%
19
635
0.8%
18
780
1.0%
17
950
1.2%
16
2,095
2.7%
15
2,325
3.0%
14
1,850
2.4%
13
2,050
2.7%
count_collaboration
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

percent_collaboration
0.94
percent_students_interacted
0.83
num_modules
0.82
total_modules
0.82
num_students_interacted
0.81
num_modules_updated
0.80
student_total_views
0.78
num_modules_viewed
0.76
percent_modules_out_of_date
0.75
log_total_interactions
0.75
log_total_views
0.74
percent_modules_viewed
0.73
percent_students_viewed
0.73
percent_content
-0.72

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.71
intensidad
0.53
teacher_año_inicio_ficc
0.40
years_experience_ficc
0.38
teacher_years_experience_ficc
0.38
teacher_experiencia_ficc_percentil
0.38
students_viewed_least_module
0.37
nivel_educativo
0.35
teacher_nivel_educativo
0.35
teacher_nivel_educativo_num
0.35
teacher_nivel_educativo_percentil
0.35
teacher_edukrea_user_id_x
0.34
median_interactions_per_student
0.33
teacher_edukrea_user_id_y
0.31
MOST FREQUENT VALUES

0
48,800
63.5%
8
8,750
11.4%
1
3,780
4.9%
7
2,560
3.3%
3
2,245
2.9%
6
2,205
2.9%
2
2,035
2.6%
9
1,805
2.3%
5
1,620
2.1%
4
1,555
2.0%
10
610
0.8%
11
270
0.4%
16
270
0.4%
12
265
0.3%
15
65
<0.1%
SMALLEST VALUES

0
48,800
63.5%
1
3,780
4.9%
2
2,035
2.6%
3
2,245
2.9%
4
1,555
2.0%
5
1,620
2.1%
6
2,205
2.9%
7
2,560
3.3%
8
8,750
11.4%
9
1,805
2.3%
10
610
0.8%
11
270
0.4%
12
265
0.3%
15
65
<0.1%
16
270
0.4%
LARGEST VALUES

16
270
0.4%
15
65
<0.1%
12
265
0.3%
11
270
0.4%
10
610
0.8%
9
1,805
2.3%
8
8,750
11.4%
7
2,560
3.3%
6
2,205
2.9%
5
1,620
2.1%
4
1,555
2.0%
3
2,245
2.9%
2
2,035
2.6%
1
3,780
4.9%
0
48,800
63.5%
count_content
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

num_modules
0.95
total_modules
0.95
count_interactive
0.88
num_modules_updated
0.82
percent_interactive
0.82
teacher_total_views
0.68
count_collaboration
0.68
num_teacher_views_before_planned_start_date
0.68
percent_students_interacted
0.68
student_total_views
0.67
num_students_interacted
0.66
num_modules_viewed
0.66
percent_students_viewed
0.65
log_total_interactions
0.64

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.62
intensidad
0.57
median_interactions_per_student
0.48
students_viewed_least_module
0.38
teacher_edukrea_user_id_x
0.31
teacher_edukrea_user_id_y
0.30
teacher_año_inicio_ficc
0.28
years_experience_ficc
0.27
teacher_years_experience_ficc
0.27
teacher_experiencia_ficc_percentil
0.27
nivel_educativo
0.25
teacher_nivel_educativo
0.25
teacher_nivel_educativo_num
0.25
teacher_nivel_educativo_percentil
0.25
MOST FREQUENT VALUES

16
21,985
28.6%
14
2,770
3.6%
17
2,430
3.2%
18
2,220
2.9%
20
2,020
2.6%
26
1,860
2.4%
19
1,760
2.3%
40
1,695
2.2%
24
1,610
2.1%
38
1,390
1.8%
8
1,370
1.8%
45
1,330
1.7%
42
1,305
1.7%
43
1,260
1.6%
41
1,240
1.6%
SMALLEST VALUES

1
100
0.1%
2
220
0.3%
3
180
0.2%
4
255
0.3%
5
155
0.2%
6
300
0.4%
7
150
0.2%
8
1,370
1.8%
9
130
0.2%
10
270
0.4%
11
275
0.4%
12
1,030
1.3%
13
655
0.9%
14
2,770
3.6%
15
395
0.5%
LARGEST VALUES

98
170
0.2%
97
90
0.1%
96
75
<0.1%
95
275
0.4%
94
70
<0.1%
93
145
0.2%
91
110
0.1%
89
190
0.2%
88
65
<0.1%
86
95
0.1%
85
90
0.1%
84
155
0.2%
83
250
0.3%
82
135
0.2%
81
265
0.3%
count_in_english
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

percent_in_english
0.94
teacher_total_updates
0.80
num_modules_updated
0.74
num_modules
0.70
total_modules
0.70
num_modules_viewed
0.68
num_students_interacted
0.68
percent_students_interacted
0.66
count_evaluation
0.65
student_total_views
0.63
log_total_interactions
0.63
count_collaboration
0.63
percent_modules_viewed
0.62
percent_modules_out_of_date
0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.65
intensidad
0.48
students_viewed_least_module
0.36
teacher_edukrea_user_id_x
0.35
years_experience_ficc
0.33
teacher_years_experience_ficc
0.33
teacher_experiencia_ficc_percentil
0.33
teacher_año_inicio_ficc
0.32
teacher_edukrea_user_id_y
0.32
median_interactions_per_student
0.29
nivel_educativo
0.28
teacher_nivel_educativo
0.28
teacher_nivel_educativo_num
0.28
teacher_nivel_educativo_percentil
0.28
MOST FREQUENT VALUES

0
54,710
71.2%
1
1,955
2.5%
8
1,825
2.4%
4
1,800
2.3%
11
1,530
2.0%
3
1,465
1.9%
12
1,415
1.8%
13
1,360
1.8%
9
1,195
1.6%
10
1,175
1.5%
15
1,140
1.5%
2
1,075
1.4%
5
1,040
1.4%
7
835
1.1%
16
820
1.1%
SMALLEST VALUES

0
54,710
71.2%
1
1,955
2.5%
2
1,075
1.4%
3
1,465
1.9%
4
1,800
2.3%
5
1,040
1.4%
6
805
1.0%
7
835
1.1%
8
1,825
2.4%
9
1,195
1.6%
10
1,175
1.5%
11
1,530
2.0%
12
1,415
1.8%
13
1,360
1.8%
14
570
0.7%
LARGEST VALUES

23
190
0.2%
22
120
0.2%
21
470
0.6%
20
275
0.4%
19
595
0.8%
18
175
0.2%
17
295
0.4%
16
820
1.1%
15
1,140
1.5%
14
570
0.7%
13
1,360
1.8%
12
1,415
1.8%
11
1,530
2.0%
10
1,175
1.5%
9
1,195
1.6%
count_interactive
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

percent_interactive
0.96
count_content
0.88
num_modules
0.85
total_modules
0.85
num_modules_updated
0.75
count_collaboration
0.71
teacher_total_views
0.69
percent_students_interacted
0.67
student_total_views
0.66
num_students_interacted
0.65
log_total_interactions
0.63
num_modules_viewed
0.63
percent_students_viewed
0.60
num_teacher_views_before_planned_start_date
0.60

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.62
intensidad
0.56
median_interactions_per_student
0.50
teacher_edukrea_user_id_x
0.36
teacher_edukrea_user_id_y
0.34
students_viewed_least_module
0.31
year
0.30
teacher_year
0.30
nivel_educativo
0.28
teacher_nivel_educativo
0.28
teacher_nivel_educativo_num
0.28
teacher_nivel_educativo_percentil
0.28
years_experience_ficc
0.25
teacher_years_experience_ficc
0.25
MOST FREQUENT VALUES

0
49,060
63.9%
2
2,050
2.7%
14
1,905
2.5%
1
1,820
2.4%
10
1,765
2.3%
7
1,740
2.3%
5
1,560
2.0%
9
1,495
1.9%
6
1,275
1.7%
8
1,220
1.6%
11
1,195
1.6%
12
1,155
1.5%
3
1,005
1.3%
15
905
1.2%
13
850
1.1%
SMALLEST VALUES

0
49,060
63.9%
1
1,820
2.4%
2
2,050
2.7%
3
1,005
1.3%
4
595
0.8%
5
1,560
2.0%
6
1,275
1.7%
7
1,740
2.3%
8
1,220
1.6%
9
1,495
1.9%
10
1,765
2.3%
11
1,195
1.6%
12
1,155
1.5%
13
850
1.1%
14
1,905
2.5%
LARGEST VALUES

45
110
0.1%
44
55
<0.1%
43
190
0.2%
39
20
<0.1%
38
185
0.2%
36
325
0.4%
35
70
<0.1%
34
350
0.5%
33
110
0.1%
32
55
<0.1%
31
285
0.4%
30
495
0.6%
29
105
0.1%
28
245
0.3%
27
120
0.2%
num_modules
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

total_modules
1.00
count_content
0.95
num_modules_updated
0.92
count_interactive
0.85
percent_interactive
0.83
count_collaboration
0.82
percent_students_interacted
0.82
num_students_interacted
0.80
student_total_views
0.77
percent_students_viewed
0.77
num_modules_viewed
0.77
log_total_views
0.75
log_total_interactions
0.75
num_students_viewed
0.74

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.69
intensidad
0.62
students_viewed_least_module
0.44
median_interactions_per_student
0.43
teacher_edukrea_user_id_x
0.35
teacher_año_inicio_ficc
0.34
teacher_edukrea_user_id_y
0.33
nivel_educativo
0.32
teacher_nivel_educativo
0.32
teacher_nivel_educativo_num
0.32
teacher_nivel_educativo_percentil
0.32
years_experience_ficc
0.31
teacher_years_experience_ficc
0.31
teacher_experiencia_ficc_percentil
0.31
MOST FREQUENT VALUES

16
21,310
27.7%
14
2,650
3.4%
17
2,535
3.3%
18
2,270
3.0%
20
1,845
2.4%
19
1,360
1.8%
69
1,230
1.6%
42
1,200
1.6%
21
1,075
1.4%
43
1,015
1.3%
24
975
1.3%
72
950
1.2%
38
940
1.2%
12
920
1.2%
60
890
1.2%
SMALLEST VALUES

1
100
0.1%
2
220
0.3%
3
80
0.1%
4
190
0.2%
5
100
0.1%
6
365
0.5%
7
220
0.3%
8
715
0.9%
9
225
0.3%
10
185
0.2%
11
710
0.9%
12
920
1.2%
13
525
0.7%
14
2,650
3.4%
15
665
0.9%
LARGEST VALUES

107
70
<0.1%
106
100
0.1%
105
90
0.1%
104
215
0.3%
103
135
0.2%
102
90
0.1%
101
145
0.2%
99
110
0.1%
97
265
0.3%
96
175
0.2%
94
20
<0.1%
93
90
0.1%
92
255
0.3%
91
425
0.6%
90
215
0.3%
num_modules_updated
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

num_modules
0.92
total_modules
0.92
count_content
0.82
percent_students_interacted
0.81
count_collaboration
0.80
num_students_interacted
0.80
num_modules_viewed
0.76
percent_interactive
0.76
count_interactive
0.75
student_total_views
0.75
count_in_english
0.74
log_total_views
0.74
percent_students_viewed
0.74
log_total_interactions
0.73

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.70
intensidad
0.62
students_viewed_least_module
0.44
teacher_año_inicio_ficc
0.39
years_experience_ficc
0.35
teacher_years_experience_ficc
0.35
teacher_experiencia_ficc_percentil
0.35
teacher_edukrea_user_id_x
0.35
median_interactions_per_student
0.34
teacher_edukrea_user_id_y
0.33
nivel_educativo
0.32
teacher_nivel_educativo
0.32
teacher_nivel_educativo_num
0.32
teacher_nivel_educativo_percentil
0.32
MOST FREQUENT VALUES

16
7,825
10.2%
14
4,750
6.2%
15
3,465
4.5%
12
3,010
3.9%
11
2,710
3.5%
0
2,480
3.2%
9
2,290
3.0%
13
2,160
2.8%
10
1,845
2.4%
8
1,680
2.2%
7
1,510
2.0%
19
1,390
1.8%
18
1,355
1.8%
2
1,280
1.7%
61
1,270
1.7%
SMALLEST VALUES

0
2,480
3.2%
1
825
1.1%
2
1,280
1.7%
3
1,015
1.3%
4
1,250
1.6%
5
865
1.1%
6
1,030
1.3%
7
1,510
2.0%
8
1,680
2.2%
9
2,290
3.0%
10
1,845
2.4%
11
2,710
3.5%
12
3,010
3.9%
13
2,160
2.8%
14
4,750
6.2%
LARGEST VALUES

100
25
<0.1%
97
30
<0.1%
96
30
<0.1%
91
25
<0.1%
90
160
0.2%
89
100
0.1%
88
90
0.1%
87
100
0.1%
86
95
0.1%
84
25
<0.1%
80
50
<0.1%
79
215
0.3%
78
130
0.2%
77
105
0.1%
76
295
0.4%
num_teacher_views_before_planned_start_date
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

teacher_total_views
0.80
num_modules
0.69
total_modules
0.69
count_content
0.68
num_modules_updated
0.64
count_interactive
0.60
percent_students_interacted
0.57
percent_interactive
0.57
count_collaboration
0.57
student_total_views
0.56
num_students_interacted
0.54
percent_students_viewed
0.53
id_asignatura
-0.53
log_total_views
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.74
teacher_edukrea_user_id_x
0.46
teacher_edukrea_user_id_y
0.46
intensidad
0.42
teacher_año_inicio_ficc
0.35
students_viewed_least_module
0.33
years_experience_ficc
0.30
teacher_years_experience_ficc
0.30
teacher_experiencia_ficc_percentil
0.30
total_subjects
0.28
teacher_total_subjects
0.28
median_interactions_per_student
0.27
nivel_educativo
0.25
teacher_nivel_educativo
0.25
MOST FREQUENT VALUES

0
23,280
30.3%
1
6,665
8.7%
7
4,155
5.4%
8
3,445
4.5%
4
3,395
4.4%
2
3,380
4.4%
6
3,175
4.1%
5
2,940
3.8%
3
2,660
3.5%
9
1,510
2.0%
10
1,240
1.6%
32
1,020
1.3%
25
995
1.3%
18
930
1.2%
17
865
1.1%
SMALLEST VALUES

0
23,280
30.3%
1
6,665
8.7%
2
3,380
4.4%
3
2,660
3.5%
4
3,395
4.4%
5
2,940
3.8%
6
3,175
4.1%
7
4,155
5.4%
8
3,445
4.5%
9
1,510
2.0%
10
1,240
1.6%
11
800
1.0%
12
435
0.6%
13
640
0.8%
14
390
0.5%
LARGEST VALUES

79
30
<0.1%
77
90
0.1%
76
25
<0.1%
74
190
0.2%
66
55
<0.1%
65
90
0.1%
63
55
<0.1%
62
80
0.1%
60
200
0.3%
59
335
0.4%
57
100
0.1%
56
155
0.2%
54
365
0.5%
53
445
0.6%
52
135
0.2%
teacher_total_updates
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

count_in_english
0.80
num_modules_viewed
0.74
percent_in_english
0.71
student_total_views
0.70
num_students_interacted
0.70
num_modules_updated
0.70
percent_modules_viewed
0.68
percent_students_interacted
0.67
percent_modules_out_of_date
0.66
log_total_interactions
0.65
count_evaluation
0.65
num_modules
0.65
total_modules
0.65
modules_viewed
0.64

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.67
intensidad
0.49
teacher_edukrea_user_id_x
0.42
students_viewed_least_module
0.41
teacher_edukrea_user_id_y
0.38
median_interactions_per_student
0.35
teacher_año_inicio_ficc
0.30
years_experience_ficc
0.29
teacher_years_experience_ficc
0.29
teacher_experiencia_ficc_percentil
0.29
nivel_educativo
0.26
teacher_nivel_educativo
0.26
teacher_nivel_educativo_num
0.26
teacher_nivel_educativo_percentil
0.26
MOST FREQUENT VALUES

0
1,530
2.0%
26
1,515
2.0%
22
1,065
1.4%
25
1,060
1.4%
21
995
1.3%
45
870
1.1%
33
760
1.0%
30
675
0.9%
61
675
0.9%
43
675
0.9%
51
665
0.9%
16
660
0.9%
17
630
0.8%
20
630
0.8%
28
625
0.8%
SMALLEST VALUES

0
1,530
2.0%
1
250
0.3%
2
485
0.6%
3
370
0.5%
4
560
0.7%
5
465
0.6%
6
510
0.7%
7
150
0.2%
8
140
0.2%
9
170
0.2%
10
130
0.2%
11
270
0.4%
12
415
0.5%
13
325
0.4%
14
395
0.5%
LARGEST VALUES

5200
95
0.1%
4886
100
0.1%
4450
110
0.1%
4355
105
0.1%
4289
75
<0.1%
4089
65
<0.1%
3642
95
0.1%
3406
110
0.1%
3348
75
<0.1%
3298
75
<0.1%
3230
75
<0.1%
3150
70
<0.1%
3087
75
<0.1%
3030
65
<0.1%
2981
75
<0.1%
teacher_total_views
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

num_teacher_views_before_planned_start_date
0.80
count_interactive
0.69
num_modules
0.68
total_modules
0.68
count_content
0.68
percent_interactive
0.65
count_collaboration
0.64
student_total_views
0.64
student_total_interactions
0.60
percent_students_interacted
0.59
num_students_interacted
0.56
num_modules_updated
0.55
log_total_interactions
0.55
percent_students_viewed
0.55

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.65
median_interactions_per_student
0.44
intensidad
0.43
teacher_edukrea_user_id_x
0.40
teacher_edukrea_user_id_y
0.40
students_viewed_least_module
0.30
year
0.29
teacher_year
0.29
teacher_año_inicio_ficc
0.28
years_experience_ficc
0.26
teacher_years_experience_ficc
0.26
teacher_experiencia_ficc_percentil
0.26
nivel_educativo
0.24
teacher_nivel_educativo
0.24
MOST FREQUENT VALUES

0
9,755
12.7%
2
2,010
2.6%
13
1,775
2.3%
14
1,640
2.1%
18
1,545
2.0%
8
1,520
2.0%
6
1,515
2.0%
10
1,405
1.8%
12
1,385
1.8%
4
1,180
1.5%
19
1,150
1.5%
9
1,135
1.5%
20
1,050
1.4%
22
950
1.2%
1
915
1.2%
SMALLEST VALUES

0
9,755
12.7%
1
915
1.2%
2
2,010
2.6%
3
865
1.1%
4
1,180
1.5%
5
695
0.9%
6
1,515
2.0%
7
650
0.8%
8
1,520
2.0%
9
1,135
1.5%
10
1,405
1.8%
11
895
1.2%
12
1,385
1.8%
13
1,775
2.3%
14
1,640
2.1%
LARGEST VALUES

1357
100
0.1%
1354
80
0.1%
1287
20
<0.1%
1271
20
<0.1%
1215
70
<0.1%
1211
70
<0.1%
1189
100
0.1%
1174
80
0.1%
1157
70
<0.1%
1111
120
0.2%
1014
25
<0.1%
991
100
0.1%
990
30
<0.1%
946
80
0.1%
940
35
<0.1%
student_total_views
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

num_modules_viewed
0.93
percent_modules_viewed
0.89
num_students_interacted
0.87
percent_modules_out_of_date
0.87
percent_students_interacted
0.83
log_total_interactions
0.81
modules_viewed
0.80
log_total_views
0.78
count_collaboration
0.78
num_modules
0.77
total_modules
0.77
num_students_viewed
0.77
num_modules_updated
0.75
total_views
0.75

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.67
intensidad
0.53
median_interactions_per_student
0.47
students_viewed_least_module
0.44
teacher_edukrea_user_id_x
0.37
teacher_año_inicio_ficc
0.33
teacher_edukrea_user_id_y
0.33
years_experience_ficc
0.32
teacher_years_experience_ficc
0.32
teacher_experiencia_ficc_percentil
0.32
nivel_educativo
0.31
teacher_nivel_educativo
0.31
teacher_nivel_educativo_num
0.31
teacher_nivel_educativo_percentil
0.31
MOST FREQUENT VALUES

0
18,420
24.0%
1
4,805
6.3%
2
3,840
5.0%
3
2,785
3.6%
4
1,730
2.3%
5
1,580
2.1%
7
1,380
1.8%
8
950
1.2%
15
865
1.1%
6
720
0.9%
12
605
0.8%
14
515
0.7%
13
500
0.7%
10
480
0.6%
9
455
0.6%
SMALLEST VALUES

0
18,420
24.0%
1
4,805
6.3%
2
3,840
5.0%
3
2,785
3.6%
4
1,730
2.3%
5
1,580
2.1%
6
720
0.9%
7
1,380
1.8%
8
950
1.2%
9
455
0.6%
10
480
0.6%
11
380
0.5%
12
605
0.8%
13
500
0.7%
14
515
0.7%
LARGEST VALUES

3387
95
0.1%
3059
105
0.1%
2952
105
0.1%
2852
95
0.1%
2823
105
0.1%
2809
105
0.1%
2759
100
0.1%
2693
85
0.1%
2656
120
0.2%
2633
70
<0.1%
2595
110
0.1%
2479
80
0.1%
2470
90
0.1%
2466
35
<0.1%
2331
85
0.1%
student_total_interactions
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

avg_interactions_per_student
0.87
total_interactions
0.62
avg_interactions_per_module
0.61
student_total_views
0.61
teacher_total_views
0.60
interaction_to_view_ratio
0.58
count_content
0.56
count_interactive
0.56
log_total_interactions
0.55
num_modules_viewed
0.55
num_modules
0.54
total_modules
0.54
std_interactions_per_module
0.52
num_students_interacted
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.48
median_interactions_per_student
0.43
teacher_edukrea_user_id_x
0.37
teacher_edukrea_user_id_y
0.36
intensidad
0.31
year
0.25
teacher_year
0.25
teacher_año_inicio_ficc
0.21
students_viewed_least_module
0.20
period
0.18
nivel_educativo
0.18
teacher_nivel_educativo
0.18
teacher_nivel_educativo_num
0.18
teacher_nivel_educativo_percentil
0.18
MOST FREQUENT VALUES

0
46,420
60.4%
1
570
0.7%
3
565
0.7%
36
495
0.6%
6
495
0.6%
2
450
0.6%
10
405
0.5%
211
375
0.5%
5
355
0.5%
40
340
0.4%
297
340
0.4%
4
310
0.4%
32
275
0.4%
25
275
0.4%
685
240
0.3%
SMALLEST VALUES

0
46,420
60.4%
1
570
0.7%
2
450
0.6%
3
565
0.7%
4
310
0.4%
5
355
0.5%
6
495
0.6%
7
80
0.1%
8
195
0.3%
9
180
0.2%
10
405
0.5%
11
185
0.2%
12
155
0.2%
13
205
0.3%
14
160
0.2%
LARGEST VALUES

10325
165
0.2%
3372
180
0.2%
3089
180
0.2%
2599
190
0.2%
2435
125
0.2%
2388
190
0.2%
2127
180
0.2%
2008
105
0.1%
1943
110
0.1%
1908
125
0.2%
1859
110
0.1%
1748
90
0.1%
1706
170
0.2%
1617
95
0.1%
1607
90
0.1%
min_days_since_creation
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

avg_days_since_creation
0.73
median_days_since_creation
0.56
percent_students_viewed
-0.50
count_content
-0.48
num_students_viewed
-0.47
num_modules
-0.45
total_modules
-0.45
min_days_before_start
0.42
min_days_after_end
0.42
num_teacher_views_before_planned_start_date
-0.40
std_days_before_start
-0.40
std_days_after_end
-0.40
teacher_total_views
-0.37
log_total_views
-0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.76
teacher_año_inicio_ficc
0.44
years_experience_ficc
0.42
teacher_years_experience_ficc
0.42
teacher_experiencia_ficc_percentil
0.42
students_viewed_least_module
0.39
intensidad
0.36
nivel_educativo
0.36
teacher_nivel_educativo
0.36
teacher_nivel_educativo_num
0.36
teacher_nivel_educativo_percentil
0.36
total_subjects
0.27
teacher_total_subjects
0.27
sede
0.25
MOST FREQUENT VALUES

1566
5,680
7.4%
1419
4,915
6.4%
1345
4,685
6.1%
1713
4,605
6.0%
1503
4,505
5.9%
-3
3,065
4.0%
-4
2,755
3.6%
-1
2,410
3.1%
0
2,180
2.8%
-2
1,900
2.5%
-5
1,735
2.3%
1568
1,100
1.4%
1347
1,045
1.4%
360
915
1.2%
1091
700
0.9%
SMALLEST VALUES

-57
165
0.2%
-50
135
0.2%
-45
435
0.6%
-42
65
<0.1%
-39
70
<0.1%
-38
480
0.6%
-29
465
0.6%
-24
605
0.8%
-22
275
0.4%
-21
270
0.4%
-20
50
<0.1%
-18
85
0.1%
-17
345
0.4%
-16
180
0.2%
-15
190
0.2%
LARGEST VALUES

1727
100
0.1%
1722
80
0.1%
1715
630
0.8%
1713
4,605
6.0%
1573
85
0.1%
1568
1,100
1.4%
1566
5,680
7.4%
1559
35
<0.1%
1545
150
0.2%
1540
275
0.4%
1530
535
0.7%
1529
35
<0.1%
1510
100
0.1%
1505
360
0.5%
1503
4,505
5.9%
max_days_since_creation
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

days_before_start
-0.44
num_modules_updated
0.42
num_modules
0.38
total_modules
0.38
total_hours
0.38
teacher_total_hours
0.38
count_collaboration
0.36
percent_students_interacted
0.36
percent_collaboration
0.35
num_students_interacted
0.34
count_content
0.33
num_teacher_views_before_planned_start_date
0.33
id_asignatura
-0.32
log_total_interactions
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.54
year
0.41
teacher_year
0.41
intensidad
0.35
teacher_año_inicio_ficc
0.31
years_experience_ficc
0.29
teacher_years_experience_ficc
0.29
teacher_experiencia_ficc_percentil
0.29
total_subjects
0.28
teacher_total_subjects
0.28
period
0.22
teacher_edukrea_user_id_x
0.21
nivel_educativo
0.19
teacher_nivel_educativo
0.19
MOST FREQUENT VALUES

1764
10,675
13.9%
1470
8,825
11.5%
1554
8,775
11.4%
1624
8,380
10.9%
1407
6,630
8.6%
1654
2,225
2.9%
1717
2,160
2.8%
1871
1,955
2.5%
1801
1,835
2.4%
1405
1,135
1.5%
1822
1,055
1.4%
1617
940
1.2%
1547
855
1.1%
1589
685
0.9%
1538
675
0.9%
SMALLEST VALUES

164
270
0.4%
171
75
<0.1%
202
70
<0.1%
361
90
0.1%
1382
560
0.7%
1393
110
0.1%
1405
1,135
1.5%
1407
6,630
8.6%
1410
30
<0.1%
1431
50
<0.1%
1444
450
0.6%
1447
255
0.3%
1449
555
0.7%
1452
60
<0.1%
1454
150
0.2%
LARGEST VALUES

2011
270
0.4%
1962
65
<0.1%
1928
75
<0.1%
1924
65
<0.1%
1920
65
<0.1%
1900
85
0.1%
1887
35
<0.1%
1878
70
<0.1%
1871
1,955
2.5%
1870
80
0.1%
1864
600
0.8%
1857
425
0.6%
1850
400
0.5%
1839
100
0.1%
1836
380
0.5%
avg_days_since_creation
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

median_days_since_creation
0.92
min_days_since_creation
0.73
count_content
-0.50
teacher_total_views
-0.43
percent_students_viewed
-0.39
count_interactive
-0.39
num_modules
-0.38
total_modules
-0.38
num_students_viewed
-0.37
num_teacher_views_before_planned_start_date
-0.34
min_days_before_start
0.33
min_days_after_end
0.33
percent_interactive
-0.31
student_total_interactions
-0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.73
teacher_año_inicio_ficc
0.41
years_experience_ficc
0.39
teacher_years_experience_ficc
0.39
teacher_experiencia_ficc_percentil
0.39
total_subjects
0.35
teacher_total_subjects
0.35
students_viewed_least_module
0.32
nivel_educativo
0.31
teacher_nivel_educativo
0.31
teacher_nivel_educativo_num
0.31
teacher_nivel_educativo_percentil
0.31
intensidad
0.29
teacher_edukrea_user_id_x
0.26
MOST FREQUENT VALUES

1444.5
3,805
5.0%
1528.5
3,695
4.8%
1374.88
3,610
4.7%
1738.5
3,145
4.1%
1595.0
2,940
3.8%
1591.0
720
0.9%
1369.27
560
0.7%
1596.0
485
0.6%
1268.22
440
0.6%
1731.5
430
0.6%
1304.94
385
0.5%
1101.15
380
0.5%
1445.5
355
0.5%
1739.5
335
0.4%
1375.88
335
0.4%
SMALLEST VALUES

40.12
80
0.1%
41.33
85
0.1%
45.29
105
0.1%
57.12
75
<0.1%
132.38
70
<0.1%
150.0
90
0.1%
165.63
85
0.1%
167.6
75
<0.1%
202.92
75
<0.1%
205.98
85
0.1%
217.19
80
0.1%
218.5
65
<0.1%
222.16
70
<0.1%
223.94
120
0.2%
235.26
85
0.1%
LARGEST VALUES

1768.31
100
0.1%
1754.53
65
<0.1%
1749.43
65
<0.1%
1745.5
100
0.1%
1743.69
105
0.1%
1743.12
90
0.1%
1743.0
80
0.1%
1742.12
225
0.3%
1741.64
135
0.2%
1741.45
90
0.1%
1739.56
135
0.2%
1739.5
335
0.4%
1739.0
20
<0.1%
1738.5
3,145
4.1%
1738.39
100
0.1%
median_days_since_creation
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

avg_days_since_creation
0.92
min_days_since_creation
0.56
count_content
-0.49
teacher_total_views
-0.45
count_interactive
-0.41
percent_students_viewed
-0.39
num_modules
-0.38
total_modules
-0.38
num_students_viewed
-0.37
percent_interactive
-0.34
num_teacher_views_before_planned_start_date
-0.33
student_total_interactions
-0.33
min_days_before_start
0.33
min_days_after_end
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.69
teacher_año_inicio_ficc
0.36
total_subjects
0.34
teacher_total_subjects
0.34
years_experience_ficc
0.33
teacher_years_experience_ficc
0.33
teacher_experiencia_ficc_percentil
0.33
students_viewed_least_module
0.29
median_interactions_per_student
0.27
teacher_edukrea_user_id_x
0.26
teacher_edukrea_user_id_y
0.26
year
0.25
teacher_year
0.25
nivel_educativo
0.23
MOST FREQUENT VALUES

1444.5
4,335
5.6%
1528.5
4,330
5.6%
1374.5
3,840
5.0%
1738.5
3,470
4.5%
1595.0
3,175
4.1%
1441.0
1,635
2.1%
-3.0
1,425
1.9%
1588.0
1,215
1.6%
1531.0
1,105
1.4%
1371.0
1,080
1.4%
1525.0
1,035
1.3%
1367.5
1,010
1.3%
1526.0
945
1.2%
1440.0
840
1.1%
1370.0
830
1.1%
SMALLEST VALUES

-4.0
195
0.3%
-3.5
95
0.1%
-3.0
1,425
1.9%
-1.0
305
0.4%
2.0
460
0.6%
2.5
85
0.1%
3.0
445
0.6%
3.5
85
0.1%
4.0
300
0.4%
6.5
65
<0.1%
7.0
145
0.2%
8.0
30
<0.1%
9.0
105
0.1%
11.0
445
0.6%
13.0
35
<0.1%
LARGEST VALUES

1768.0
100
0.1%
1753.5
195
0.3%
1751.5
225
0.3%
1748.0
90
0.1%
1745.5
100
0.1%
1743.0
80
0.1%
1742.0
225
0.3%
1741.0
145
0.2%
1739.5
335
0.4%
1738.5
3,470
4.5%
1736.0
695
0.9%
1735.0
195
0.3%
1734.0
195
0.3%
1731.5
500
0.7%
1729.0
25
<0.1%
avg_days_since_last_update
MISSING:
1,530
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

median_days_since_last_update
0.94
teacher_experiencia_nivel_ficc
0.30
teacher_experiencia_nivel
0.29
teacher_experiencia_total_percentil
0.28
min_days_since_creation
0.25
avg_days_since_creation
0.22
teacher_moodle_user_id_y
-0.22
teacher_moodle_user_id_x
-0.22
edukrea_user_id
-0.21
percent_students_viewed
-0.19
age
0.18
teacher_age
0.18
id_docente
-0.18
teacher_id_docente
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.62
teacher_año_inicio_ficc
0.50
nivel_educativo
0.41
teacher_nivel_educativo
0.41
teacher_nivel_educativo_num
0.41
teacher_nivel_educativo_percentil
0.41
years_experience_ficc
0.41
teacher_years_experience_ficc
0.41
teacher_experiencia_ficc_percentil
0.41
teacher_edukrea_user_id_x
0.32
teacher_edukrea_user_id_y
0.32
total_subjects
0.30
teacher_total_subjects
0.30
sede
0.26
MOST FREQUENT VALUES

0.0
1,555
2.1%
-0.62
700
0.9%
-0.29
660
0.9%
-0.25
655
0.9%
-1.06
545
0.7%
-0.45
500
0.7%
-2.0
475
0.6%
-4.0
470
0.6%
-0.75
465
0.6%
-1.0
445
0.6%
-1.19
440
0.6%
-2.33
435
0.6%
-0.5
405
0.5%
-1.21
330
0.4%
-3.5
325
0.4%
SMALLEST VALUES

-184.12
50
<0.1%
-181.83
35
<0.1%
-166.47
30
<0.1%
-149.71
35
<0.1%
-108.5
40
<0.1%
-106.88
50
<0.1%
-103.62
25
<0.1%
-99.98
30
<0.1%
-96.31
30
<0.1%
-96.05
30
<0.1%
-91.54
70
<0.1%
-88.63
25
<0.1%
-86.12
75
<0.1%
-78.93
25
<0.1%
-77.0
65
<0.1%
LARGEST VALUES

820.66
65
<0.1%
727.43
105
0.1%
727.38
90
0.1%
727.21
80
0.1%
724.38
120
0.2%
721.81
80
0.1%
707.69
85
0.1%
706.31
70
<0.1%
677.93
75
<0.1%
657.57
25
<0.1%
655.88
75
<0.1%
631.51
75
<0.1%
598.22
110
0.1%
576.44
85
0.1%
563.1
80
0.1%
median_days_since_last_update
MISSING:
1,530
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

avg_days_since_last_update
0.94
teacher_experiencia_total_percentil
0.26
teacher_experiencia_nivel_ficc
0.25
teacher_experiencia_nivel
0.24
teacher_moodle_user_id_y
-0.24
teacher_moodle_user_id_x
-0.24
min_days_since_creation
0.23
avg_days_since_creation
0.22
age
0.20
teacher_age
0.20
teacher_año_nacimiento
-0.19
edukrea_user_id
-0.18
id_docente
-0.18
teacher_id_docente
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.57
teacher_año_inicio_ficc
0.47
years_experience_ficc
0.40
teacher_years_experience_ficc
0.40
teacher_experiencia_ficc_percentil
0.40
nivel_educativo
0.33
teacher_nivel_educativo
0.33
teacher_nivel_educativo_num
0.33
teacher_nivel_educativo_percentil
0.33
total_subjects
0.27
teacher_total_subjects
0.27
teacher_edukrea_user_id_x
0.25
teacher_edukrea_user_id_y
0.25
sede
0.24
MOST FREQUENT VALUES

0.0
17,285
23.0%
-1.0
16,505
21.9%
-3.0
4,240
5.6%
1.0
4,085
5.4%
-2.0
4,045
5.4%
-4.0
3,095
4.1%
-0.5
2,345
3.1%
364.0
1,390
1.8%
-7.0
785
1.0%
-1.5
735
1.0%
2.0
660
0.9%
360.0
575
0.8%
-10.0
545
0.7%
-3.5
515
0.7%
-9.0
505
0.7%
SMALLEST VALUES

-221.5
50
<0.1%
-217.0
35
<0.1%
-213.0
30
<0.1%
-196.0
35
<0.1%
-143.5
30
<0.1%
-143.0
95
0.1%
-141.0
30
<0.1%
-127.5
40
<0.1%
-126.0
50
<0.1%
-107.5
25
<0.1%
-101.0
25
<0.1%
-86.5
75
<0.1%
-83.5
30
<0.1%
-77.0
65
<0.1%
-75.5
65
<0.1%
LARGEST VALUES

1087.0
65
<0.1%
1059.0
75
<0.1%
1055.5
75
<0.1%
1048.0
70
<0.1%
729.0
80
0.1%
728.5
120
0.2%
728.0
105
0.1%
727.5
90
0.1%
725.5
80
0.1%
720.5
85
0.1%
656.0
75
<0.1%
370.0
85
0.1%
367.0
80
0.1%
365.0
105
0.1%
364.5
85
0.1%
percent_evaluation
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

percent_content
-0.95
count_evaluation
0.92
percent_students_interacted
0.61
percent_students_viewed
0.61
percent_collaboration
0.60
percent_modules_out_of_date
0.59
log_total_views
0.59
num_students_interacted
0.58
num_students_viewed
0.57
percent_modules_viewed
0.55
avg_views_per_student
0.55
std_days_after_end
0.54
std_days_before_start
0.54
percent_in_english
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.67
intensidad
0.39
students_viewed_least_module
0.37
teacher_edukrea_user_id_x
0.35
years_experience_ficc
0.34
teacher_years_experience_ficc
0.34
teacher_experiencia_ficc_percentil
0.34
teacher_edukrea_user_id_y
0.32
teacher_año_inicio_ficc
0.30
nivel_educativo
0.29
teacher_nivel_educativo
0.29
teacher_nivel_educativo_num
0.29
teacher_nivel_educativo_percentil
0.29
total_subjects
0.29
MOST FREQUENT VALUES

0.0
46,495
60.5%
0.22
2,125
2.8%
0.27
2,050
2.7%
0.24
1,975
2.6%
0.25
1,810
2.4%
0.21
1,630
2.1%
0.26
1,290
1.7%
0.23
1,285
1.7%
0.18
1,155
1.5%
0.2
1,150
1.5%
0.19
1,025
1.3%
0.05
1,015
1.3%
0.06
940
1.2%
0.29
935
1.2%
0.17
820
1.1%
SMALLEST VALUES

0.0
46,495
60.5%
0.01
560
0.7%
0.02
480
0.6%
0.03
475
0.6%
0.04
370
0.5%
0.05
1,015
1.3%
0.06
940
1.2%
0.07
700
0.9%
0.08
400
0.5%
0.09
295
0.4%
0.1
400
0.5%
0.11
775
1.0%
0.12
390
0.5%
0.13
545
0.7%
0.14
505
0.7%
LARGEST VALUES

0.48
65
<0.1%
0.46
85
0.1%
0.45
140
0.2%
0.44
85
0.1%
0.41
180
0.2%
0.4
130
0.2%
0.39
165
0.2%
0.38
150
0.2%
0.37
220
0.3%
0.36
480
0.6%
0.35
75
<0.1%
0.34
340
0.4%
0.33
235
0.3%
0.32
450
0.6%
0.31
170
0.2%
percent_collaboration
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

count_collaboration
0.94
percent_content
-0.80
percent_students_interacted
0.78
num_students_interacted
0.75
percent_modules_out_of_date
0.72
percent_students_viewed
0.70
log_total_views
0.69
percent_modules_viewed
0.68
num_modules
0.68
total_modules
0.68
num_modules_updated
0.68
log_total_interactions
0.67
num_students_viewed
0.66
student_total_views
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.71
intensidad
0.50
teacher_año_inicio_ficc
0.40
years_experience_ficc
0.39
teacher_years_experience_ficc
0.39
teacher_experiencia_ficc_percentil
0.39
nivel_educativo
0.36
teacher_nivel_educativo
0.36
teacher_nivel_educativo_num
0.36
teacher_nivel_educativo_percentil
0.36
students_viewed_least_module
0.35
teacher_edukrea_user_id_x
0.29
total_subjects
0.26
teacher_total_subjects
0.26
MOST FREQUENT VALUES

0.0
48,800
63.5%
0.09
2,900
3.8%
0.1
2,740
3.6%
0.08
2,580
3.4%
0.12
2,045
2.7%
0.11
1,820
2.4%
0.07
1,580
2.1%
0.02
1,500
2.0%
0.05
1,425
1.9%
0.06
1,380
1.8%
0.03
1,350
1.8%
0.13
1,335
1.7%
0.15
1,330
1.7%
0.04
1,280
1.7%
0.14
1,275
1.7%
SMALLEST VALUES

0.0
48,800
63.5%
0.01
210
0.3%
0.02
1,500
2.0%
0.03
1,350
1.8%
0.04
1,280
1.7%
0.05
1,425
1.9%
0.06
1,380
1.8%
0.07
1,580
2.1%
0.08
2,580
3.4%
0.09
2,900
3.8%
0.1
2,740
3.6%
0.11
1,820
2.4%
0.12
2,045
2.7%
0.13
1,335
1.7%
0.14
1,275
1.7%
LARGEST VALUES

0.31
65
<0.1%
0.28
65
<0.1%
0.24
85
0.1%
0.23
85
0.1%
0.21
130
0.2%
0.2
130
0.2%
0.19
610
0.8%
0.18
580
0.8%
0.17
850
1.1%
0.16
685
0.9%
0.15
1,330
1.7%
0.14
1,275
1.7%
0.13
1,335
1.7%
0.12
2,045
2.7%
0.11
1,820
2.4%
percent_content
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

percent_evaluation
-0.95
count_evaluation
-0.92
percent_collaboration
-0.80
percent_students_interacted
-0.74
count_collaboration
-0.72
num_students_interacted
-0.70
percent_modules_out_of_date
-0.70
percent_students_viewed
-0.70
log_total_views
-0.69
percent_modules_viewed
-0.66
num_students_viewed
-0.66
num_modules_updated
-0.64
std_days_after_end
-0.63
std_days_before_start
-0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.70
intensidad
0.47
students_viewed_least_module
0.40
years_experience_ficc
0.37
teacher_years_experience_ficc
0.37
teacher_experiencia_ficc_percentil
0.37
teacher_año_inicio_ficc
0.36
nivel_educativo
0.34
teacher_nivel_educativo
0.34
teacher_nivel_educativo_num
0.34
teacher_nivel_educativo_percentil
0.34
teacher_edukrea_user_id_x
0.34
teacher_edukrea_user_id_y
0.30
total_subjects
0.27
MOST FREQUENT VALUES

1.0
41,335
53.8%
0.92
1,820
2.4%
0.91
1,540
2.0%
0.61
1,460
1.9%
0.64
1,455
1.9%
0.62
1,415
1.8%
0.67
1,320
1.7%
0.9
1,280
1.7%
0.89
1,170
1.5%
0.68
1,135
1.5%
0.93
1,070
1.4%
0.63
1,070
1.4%
0.95
1,040
1.4%
0.94
980
1.3%
0.73
970
1.3%
SMALLEST VALUES

0.41
150
0.2%
0.43
65
<0.1%
0.45
95
0.1%
0.49
75
<0.1%
0.5
160
0.2%
0.51
275
0.4%
0.52
260
0.3%
0.53
160
0.2%
0.54
265
0.3%
0.55
180
0.2%
0.56
520
0.7%
0.57
640
0.8%
0.58
345
0.4%
0.59
595
0.8%
0.6
890
1.2%
LARGEST VALUES

1.0
41,335
53.8%
0.98
410
0.5%
0.97
440
0.6%
0.96
540
0.7%
0.95
1,040
1.4%
0.94
980
1.3%
0.93
1,070
1.4%
0.92
1,820
2.4%
0.91
1,540
2.0%
0.9
1,280
1.7%
0.89
1,170
1.5%
0.88
735
1.0%
0.87
230
0.3%
0.86
260
0.3%
0.85
570
0.7%
percent_in_english
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

count_in_english
0.94
teacher_total_updates
0.71
num_modules_updated
0.65
count_evaluation
0.63
num_students_interacted
0.61
percent_students_interacted
0.61
num_modules
0.60
total_modules
0.60
num_modules_viewed
0.59
percent_content
-0.58
percent_modules_out_of_date
0.56
log_total_interactions
0.56
percent_modules_viewed
0.56
count_collaboration
0.55

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.67
intensidad
0.44
teacher_edukrea_user_id_x
0.34
teacher_año_inicio_ficc
0.33
years_experience_ficc
0.33
teacher_years_experience_ficc
0.33
teacher_experiencia_ficc_percentil
0.33
students_viewed_least_module
0.32
teacher_edukrea_user_id_y
0.30
nivel_educativo
0.26
teacher_nivel_educativo
0.26
teacher_nivel_educativo_num
0.26
teacher_nivel_educativo_percentil
0.26
median_interactions_per_student
0.23
MOST FREQUENT VALUES

0.0
54,710
71.2%
0.04
1,515
2.0%
0.16
1,220
1.6%
0.19
1,165
1.5%
0.22
1,155
1.5%
0.15
1,095
1.4%
0.17
1,060
1.4%
0.18
1,025
1.3%
0.08
995
1.3%
0.27
870
1.1%
0.2
855
1.1%
0.02
785
1.0%
0.03
755
1.0%
0.05
735
1.0%
0.09
720
0.9%
SMALLEST VALUES

0.0
54,710
71.2%
0.01
605
0.8%
0.02
785
1.0%
0.03
755
1.0%
0.04
1,515
2.0%
0.05
735
1.0%
0.06
230
0.3%
0.07
675
0.9%
0.08
995
1.3%
0.09
720
0.9%
0.1
675
0.9%
0.11
560
0.7%
0.12
710
0.9%
0.13
685
0.9%
0.14
705
0.9%
LARGEST VALUES

0.47
25
<0.1%
0.42
55
<0.1%
0.39
65
<0.1%
0.38
55
<0.1%
0.35
30
<0.1%
0.34
80
0.1%
0.32
95
0.1%
0.31
205
0.3%
0.3
300
0.4%
0.29
320
0.4%
0.27
870
1.1%
0.26
110
0.1%
0.25
510
0.7%
0.24
515
0.7%
0.23
300
0.4%
percent_interactive
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

count_interactive
0.96
num_modules
0.83
total_modules
0.83
count_content
0.82
num_modules_updated
0.76
percent_students_interacted
0.71
count_collaboration
0.70
num_students_interacted
0.68
percent_students_viewed
0.65
teacher_total_views
0.65
student_total_views
0.64
log_total_interactions
0.63
id_asignatura
-0.63
num_modules_viewed
0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.65
intensidad
0.62
median_interactions_per_student
0.43
teacher_edukrea_user_id_x
0.35
students_viewed_least_module
0.35
nivel_educativo
0.32
teacher_nivel_educativo
0.32
teacher_nivel_educativo_num
0.32
teacher_nivel_educativo_percentil
0.32
teacher_edukrea_user_id_y
0.31
teacher_año_inicio_ficc
0.26
years_experience_ficc
0.24
teacher_years_experience_ficc
0.24
teacher_experiencia_ficc_percentil
0.24
MOST FREQUENT VALUES

0.0
49,060
63.9%
0.12
1,665
2.2%
0.05
1,385
1.8%
0.14
1,375
1.8%
0.13
1,250
1.6%
0.19
1,160
1.5%
0.11
1,070
1.4%
0.2
1,045
1.4%
0.17
1,025
1.3%
0.15
1,010
1.3%
0.21
970
1.3%
0.23
925
1.2%
0.26
870
1.1%
0.18
805
1.0%
0.32
780
1.0%
SMALLEST VALUES

0.0
49,060
63.9%
0.01
75
<0.1%
0.02
705
0.9%
0.03
585
0.8%
0.04
510
0.7%
0.05
1,385
1.8%
0.06
570
0.7%
0.07
730
1.0%
0.08
555
0.7%
0.09
405
0.5%
0.1
675
0.9%
0.11
1,070
1.4%
0.12
1,665
2.2%
0.13
1,250
1.6%
0.14
1,375
1.8%
LARGEST VALUES

0.44
315
0.4%
0.43
110
0.1%
0.42
90
0.1%
0.41
100
0.1%
0.4
190
0.2%
0.39
510
0.7%
0.38
180
0.2%
0.37
190
0.2%
0.36
80
0.1%
0.35
100
0.1%
0.34
195
0.3%
0.33
460
0.6%
0.32
780
1.0%
0.31
375
0.5%
0.3
775
1.0%
percent_updated
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

num_modules_updated
0.50
median_days_since_creation
0.30
id_asignatura
-0.30
avg_days_since_creation
0.29
max_days_since_creation
0.29
teacher_experiencia_total_percentil
-0.27
count_evaluation
0.27
teacher_total_updates
0.26
count_in_english
0.25
percent_students_interacted
0.24
years_experience_total
-0.24
teacher_years_experience_total
-0.24
num_students_interacted
0.23
teacher_año_inicio_laboral
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.63
total_subjects
0.36
teacher_total_subjects
0.36
teacher_año_inicio_ficc
0.29
intensidad
0.25
teacher_edukrea_user_id_x
0.24
years_experience_ficc
0.23
teacher_years_experience_ficc
0.23
teacher_experiencia_ficc_percentil
0.23
teacher_edukrea_user_id_y
0.22
students_viewed_least_module
0.20
nivel_educativo
0.20
teacher_nivel_educativo
0.20
teacher_nivel_educativo_num
0.20
MOST FREQUENT VALUES

1.0
15,370
20.0%
0.88
4,830
6.3%
0.94
3,610
4.7%
0.0
2,480
3.2%
0.75
2,470
3.2%
0.98
2,210
2.9%
0.95
1,940
2.5%
0.5
1,920
2.5%
0.81
1,780
2.3%
0.69
1,740
2.3%
0.96
1,645
2.1%
0.97
1,585
2.1%
0.67
1,495
1.9%
0.56
1,415
1.8%
0.91
1,405
1.8%
SMALLEST VALUES

0.0
2,480
3.2%
0.02
230
0.3%
0.03
20
<0.1%
0.05
110
0.1%
0.06
255
0.3%
0.07
85
0.1%
0.08
165
0.2%
0.1
80
0.1%
0.11
130
0.2%
0.12
415
0.5%
0.13
195
0.3%
0.14
170
0.2%
0.15
65
<0.1%
0.17
535
0.7%
0.18
205
0.3%
LARGEST VALUES

1.0
15,370
20.0%
0.99
740
1.0%
0.98
2,210
2.9%
0.97
1,585
2.1%
0.96
1,645
2.1%
0.95
1,940
2.5%
0.94
3,610
4.7%
0.93
1,400
1.8%
0.92
410
0.5%
0.91
1,405
1.8%
0.9
1,020
1.3%
0.89
1,285
1.7%
0.88
4,830
6.3%
0.87
765
1.0%
0.86
1,300
1.7%
num_students
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

edukrea_user_id
-0.35
moodle_user_id
-0.31
unique_students_count
0.25
teacher_unique_students_count
0.25
num_modules_viewed
0.25
percent_modules_viewed
0.25
num_students_viewed
0.24
count_jornada_mañana
0.23
activity_percentile
0.22
num_students_interacted
0.22
count_login_fri
0.22
login_consistency
0.19
student_total_views
0.19
count_login
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.41
sede
0.38
teacher_sede
0.38
actividades_extracurriculares
0.33
familia
0.32
estrato
0.31
proyección_vocacional
0.31
tipo_vivienda
0.31
interés_estudios_superiores
0.30
dia_preferido
0.25
total_hermanos
0.24
jornada_preferida
0.24
nivel_educativo
0.20
teacher_nivel_educativo
0.20
MOST FREQUENT VALUES

17
16,925
22.0%
16
11,760
15.3%
15
10,435
13.6%
22
10,320
13.4%
18
5,550
7.2%
20
5,235
6.8%
13
4,225
5.5%
12
2,910
3.8%
21
2,460
3.2%
10
1,805
2.3%
7
1,685
2.2%
24
1,440
1.9%
14
980
1.3%
4
420
0.5%
9
385
0.5%
SMALLEST VALUES

4
420
0.5%
7
1,685
2.2%
8
300
0.4%
9
385
0.5%
10
1,805
2.3%
12
2,910
3.8%
13
4,225
5.5%
14
980
1.3%
15
10,435
13.6%
16
11,760
15.3%
17
16,925
22.0%
18
5,550
7.2%
20
5,235
6.8%
21
2,460
3.2%
22
10,320
13.4%
LARGEST VALUES

24
1,440
1.9%
22
10,320
13.4%
21
2,460
3.2%
20
5,235
6.8%
18
5,550
7.2%
17
16,925
22.0%
16
11,760
15.3%
15
10,435
13.6%
14
980
1.3%
13
4,225
5.5%
12
2,910
3.8%
10
1,805
2.3%
9
385
0.5%
8
300
0.4%
7
1,685
2.2%
num_students_viewed
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

percent_students_viewed
0.96
percent_modules_viewed
0.89
num_students_interacted
0.88
percent_modules_out_of_date
0.87
percent_students_interacted
0.86
log_total_views
0.84
std_days_before_start
0.83
std_days_after_end
0.83
num_modules_viewed
0.81
min_days_before_start
-0.80
min_days_after_end
-0.80
student_total_views
0.77
num_modules
0.74
total_modules
0.74

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.73
students_viewed_least_module
0.60
intensidad
0.58
teacher_año_inicio_ficc
0.39
nivel_educativo
0.37
teacher_nivel_educativo
0.37
teacher_nivel_educativo_num
0.37
teacher_nivel_educativo_percentil
0.37
teacher_edukrea_user_id_x
0.36
years_experience_ficc
0.35
teacher_years_experience_ficc
0.35
teacher_experiencia_ficc_percentil
0.35
median_interactions_per_student
0.33
teacher_edukrea_user_id_y
0.30
MOST FREQUENT VALUES

0
18,420
24.0%
1
11,000
14.3%
2
5,640
7.3%
3
4,510
5.9%
15
3,615
4.7%
13
3,560
4.6%
17
3,010
3.9%
16
2,905
3.8%
14
2,660
3.5%
4
2,470
3.2%
22
2,200
2.9%
5
2,055
2.7%
21
1,980
2.6%
20
1,715
2.2%
11
1,525
2.0%
SMALLEST VALUES

0
18,420
24.0%
1
11,000
14.3%
2
5,640
7.3%
3
4,510
5.9%
4
2,470
3.2%
5
2,055
2.7%
6
1,520
2.0%
7
1,405
1.8%
8
1,190
1.5%
9
585
0.8%
10
1,295
1.7%
11
1,525
2.0%
12
1,395
1.8%
13
3,560
4.6%
14
2,660
3.5%
LARGEST VALUES

24
120
0.2%
23
240
0.3%
22
2,200
2.9%
21
1,980
2.6%
20
1,715
2.2%
19
590
0.8%
18
1,230
1.6%
17
3,010
3.9%
16
2,905
3.8%
15
3,615
4.7%
14
2,660
3.5%
13
3,560
4.6%
12
1,395
1.8%
11
1,525
2.0%
10
1,295
1.7%
num_students_interacted
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

percent_students_interacted
0.97
num_modules_viewed
0.92
percent_modules_viewed
0.91
percent_modules_out_of_date
0.90
num_students_viewed
0.88
student_total_views
0.87
log_total_interactions
0.87
log_total_views
0.86
percent_students_viewed
0.84
count_collaboration
0.81
num_modules
0.80
total_modules
0.80
num_modules_updated
0.80
modules_viewed
0.79

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.74
intensidad
0.59
students_viewed_least_module
0.45
teacher_edukrea_user_id_x
0.41
teacher_año_inicio_ficc
0.40
median_interactions_per_student
0.40
nivel_educativo
0.36
teacher_nivel_educativo
0.36
teacher_nivel_educativo_num
0.36
teacher_nivel_educativo_percentil
0.36
years_experience_ficc
0.35
teacher_years_experience_ficc
0.35
teacher_experiencia_ficc_percentil
0.35
teacher_edukrea_user_id_y
0.34
MOST FREQUENT VALUES

0
46,500
60.5%
15
2,665
3.5%
16
2,240
2.9%
21
2,115
2.8%
13
2,055
2.7%
1
1,915
2.5%
2
1,785
2.3%
14
1,615
2.1%
12
1,600
2.1%
20
1,420
1.8%
7
1,205
1.6%
3
1,160
1.5%
5
1,155
1.5%
18
1,135
1.5%
17
1,130
1.5%
SMALLEST VALUES

0
46,500
60.5%
1
1,915
2.5%
2
1,785
2.3%
3
1,160
1.5%
4
925
1.2%
5
1,155
1.5%
6
1,060
1.4%
7
1,205
1.6%
8
775
1.0%
9
560
0.7%
10
970
1.3%
11
1,095
1.4%
12
1,600
2.1%
13
2,055
2.7%
14
1,615
2.1%
LARGEST VALUES

23
360
0.5%
22
995
1.3%
21
2,115
2.8%
20
1,420
1.8%
19
400
0.5%
18
1,135
1.5%
17
1,130
1.5%
16
2,240
2.9%
15
2,665
3.5%
14
1,615
2.1%
13
2,055
2.7%
12
1,600
2.1%
11
1,095
1.4%
10
970
1.3%
9
560
0.7%
num_modules_viewed
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

percent_modules_viewed
0.95
student_total_views
0.93
percent_modules_out_of_date
0.92
num_students_interacted
0.92
percent_students_interacted
0.86
log_total_interactions
0.85
modules_viewed
0.85
num_students_viewed
0.81
log_total_views
0.81
modules_participated
0.78
percent_modules_participated
0.78
num_modules
0.77
total_modules
0.77
avg_days_before_start
-0.77

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.70
intensidad
0.54
median_interactions_per_student
0.51
students_viewed_least_module
0.46
teacher_edukrea_user_id_x
0.39
teacher_año_inicio_ficc
0.37
years_experience_ficc
0.34
teacher_years_experience_ficc
0.34
teacher_experiencia_ficc_percentil
0.34
teacher_edukrea_user_id_y
0.34
nivel_educativo
0.32
teacher_nivel_educativo
0.32
teacher_nivel_educativo_num
0.32
teacher_nivel_educativo_percentil
0.32
MOST FREQUENT VALUES

0
18,420
24.0%
1
7,390
9.6%
2
4,230
5.5%
4
2,505
3.3%
3
2,075
2.7%
5
1,540
2.0%
8
1,265
1.6%
6
1,145
1.5%
9
1,095
1.4%
7
900
1.2%
11
870
1.1%
20
545
0.7%
12
520
0.7%
28
470
0.6%
17
455
0.6%
SMALLEST VALUES

0
18,420
24.0%
1
7,390
9.6%
2
4,230
5.5%
3
2,075
2.7%
4
2,505
3.3%
5
1,540
2.0%
6
1,145
1.5%
7
900
1.2%
8
1,265
1.6%
9
1,095
1.4%
10
260
0.3%
11
870
1.1%
12
520
0.7%
13
450
0.6%
14
190
0.2%
LARGEST VALUES

975
110
0.1%
973
120
0.2%
955
105
0.1%
929
105
0.1%
878
95
0.1%
859
120
0.2%
826
95
0.1%
823
110
0.1%
816
90
0.1%
805
110
0.1%
803
110
0.1%
766
210
0.3%
745
80
0.1%
740
90
0.1%
730
110
0.1%
avg_views_per_student
MISSING:
18,420
(24%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

median_views_per_student
0.83
percent_evaluation
0.55
percent_content
-0.53
percent_modules_out_of_date
0.48
std_views_per_module
0.48
count_evaluation
0.48
percent_students_interacted
0.47
log_total_views
0.46
percent_students_viewed
0.46
percent_modules_viewed
0.46
num_students_interacted
0.45
avg_views_per_module
0.44
num_students_viewed
0.44
max_views_in_a_module
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

students_viewed_least_module
0.74
teacher_nombre
0.59
intensidad
0.42
teacher_año_inicio_ficc
0.35
years_experience_ficc
0.34
teacher_years_experience_ficc
0.34
teacher_experiencia_ficc_percentil
0.34
nivel_educativo
0.30
teacher_nivel_educativo
0.30
teacher_nivel_educativo_num
0.30
teacher_nivel_educativo_percentil
0.30
teacher_edukrea_user_id_x
0.28
teacher_edukrea_user_id_y
0.26
median_interactions_per_student
0.25
MOST FREQUENT VALUES

1.0
9,855
16.9%
2.0
2,575
4.4%
1.5
1,715
2.9%
1.3333333333333333
1,365
2.3%
3.0
1,290
2.2%
1.6666666666666667
835
1.4%
1.25
790
1.4%
2.5
655
1.1%
1.75
595
1.0%
1.4
560
1.0%
4.0
265
0.5%
2.333333333333333
255
0.4%
1.1428571428571428
250
0.4%
1.6363636363636365
230
0.4%
2.6
210
0.4%
SMALLEST VALUES

1.0
9,855
16.9%
1.0746268656716418
20
<0.1%
1.0909090909090908
120
0.2%
1.1
80
0.1%
1.1111111111111112
20
<0.1%
1.1176470588235294
75
0.1%
1.125
180
0.3%
1.1428571428571428
250
0.4%
1.1538461538461535
30
<0.1%
1.1666666666666667
70
0.1%
1.181818181818182
110
0.2%
1.2
195
0.3%
1.2142857142857142
35
<0.1%
1.2222222222222223
80
0.1%
1.2307692307692308
80
0.1%
LARGEST VALUES

14.0
80
0.1%
8.444444444444445
100
0.2%
8.166666666666666
20
<0.1%
6.75
90
0.2%
5.533333333333333
90
0.2%
5.5
25
<0.1%
5.0
20
<0.1%
4.8108108108108105
30
<0.1%
4.720588235294118
65
0.1%
4.564516129032258
90
0.2%
4.44206008583691
85
0.1%
4.4
70
0.1%
4.313253012048193
100
0.2%
4.301916932907348
85
0.1%
4.266666666666667
30
<0.1%
median_views_per_student
MISSING:
18,420
(24%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

avg_views_per_student
0.83
percent_evaluation
0.32
percent_content
-0.30
count_evaluation
0.25
percent_students_interacted
0.24
percent_modules_out_of_date
0.23
std_views_per_module
0.23
num_students_interacted
0.23
avg_views_per_module
0.22
percent_modules_viewed
0.22
log_total_views
0.21
log_total_interactions
0.20
iqr_views
0.20
num_modules_viewed
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

students_viewed_least_module
0.70
teacher_nombre
0.48
median_interactions_per_student
0.32
intensidad
0.32
teacher_año_inicio_ficc
0.30
years_experience_ficc
0.29
teacher_years_experience_ficc
0.29
teacher_experiencia_ficc_percentil
0.29
nivel_educativo
0.24
teacher_nivel_educativo
0.24
teacher_nivel_educativo_num
0.24
teacher_nivel_educativo_percentil
0.24
rol_adicional
0.21
teacher_rol_adicional
0.21
MOST FREQUENT VALUES

2.0
27,030
46.3%
1.0
26,185
44.8%
1.5
1,975
3.4%
3.0
1,875
3.2%
2.5
630
1.1%
4.0
165
0.3%
9.0
120
0.2%
5.5
115
0.2%
3.5
90
0.2%
14.0
80
0.1%
4.5
65
0.1%
5.0
65
0.1%
6.0
20
<0.1%
SMALLEST VALUES

1.0
26,185
44.8%
1.5
1,975
3.4%
2.0
27,030
46.3%
2.5
630
1.1%
3.0
1,875
3.2%
3.5
90
0.2%
4.0
165
0.3%
4.5
65
0.1%
5.0
65
0.1%
5.5
115
0.2%
6.0
20
<0.1%
9.0
120
0.2%
14.0
80
0.1%
LARGEST VALUES

14.0
80
0.1%
9.0
120
0.2%
6.0
20
<0.1%
5.5
115
0.2%
5.0
65
0.1%
4.5
65
0.1%
4.0
165
0.3%
3.5
90
0.2%
3.0
1,875
3.2%
2.5
630
1.1%
2.0
27,030
46.3%
1.5
1,975
3.4%
1.0
26,185
44.8%
avg_interactions_per_student
MISSING:
18,420
(24%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

student_total_interactions
0.87
avg_interactions_per_module
0.68
total_interactions
0.68
log_total_interactions
0.63
interaction_to_view_ratio
0.62
std_interactions_per_module
0.60
num_students_interacted
0.60
percent_students_interacted
0.60
num_modules
0.57
total_modules
0.57
max_interactions_in_a_module
0.56
num_modules_viewed
0.56
count_content
0.55
student_total_views
0.55

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.57
median_interactions_per_student
0.45
teacher_edukrea_user_id_x
0.43
teacher_edukrea_user_id_y
0.42
intensidad
0.39
teacher_año_inicio_ficc
0.29
students_viewed_least_module
0.27
nivel_educativo
0.23
teacher_nivel_educativo
0.23
teacher_nivel_educativo_num
0.23
teacher_nivel_educativo_percentil
0.23
year
0.18
teacher_year
0.18
rol_adicional
0.18
MOST FREQUENT VALUES

0.0
28,080
48.1%
0.3333333333333333
340
0.6%
0.5
310
0.5%
0.2
215
0.4%
0.6896551724137931
195
0.3%
0.0357142857142857
195
0.3%
0.1
160
0.3%
0.2307692307692307
160
0.3%
0.9523809523809524
145
0.2%
0.1212121212121212
140
0.2%
0.0425531914893617
125
0.2%
2.2025611175785795
120
0.2%
0.8900804289544236
120
0.2%
3.285314685314685
120
0.2%
1.029531568228106
120
0.2%
SMALLEST VALUES

0.0
28,080
48.1%
0.0142857142857142
55
<0.1%
0.0292682926829268
75
0.1%
0.0303030303030303
105
0.2%
0.032258064516129
90
0.2%
0.0344827586206896
85
0.1%
0.0357142857142857
195
0.3%
0.0389610389610389
35
<0.1%
0.0416666666666666
55
<0.1%
0.0425531914893617
125
0.2%
0.0454545454545454
55
<0.1%
0.0476190476190476
70
0.1%
0.0483870967741935
75
0.1%
0.05
75
0.1%
0.0545454545454545
75
0.1%
LARGEST VALUES

16.511666666666667
105
0.2%
6.430769230769231
60
0.1%
5.125581395348838
80
0.1%
4.833333333333333
20
<0.1%
3.956043956043956
20
<0.1%
3.6577181208053697
80
0.1%
3.6443768996960486
90
0.2%
3.5347985347985347
35
<0.1%
3.323843416370107
80
0.1%
3.285314685314685
120
0.2%
3.219269102990033
35
<0.1%
3.208333333333333
35
<0.1%
3.0993377483443707
70
0.1%
3.085209003215434
90
0.2%
3.0505494505494504
70
0.1%
median_interactions_per_student
MISSING:
18,420
(24%)
TOP CATEGORIES

0.0
54,450
93%
1.0
3,360
6%
0.5
255
<1%
2.0
230
<1%
3.0
120
<1%
ALL
58,415
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
median_interactions_per_student
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
median_interactions_per_module
0.29
year
0.04
teacher_year
0.04

THESE FEATURES
GIVE INFORMATION
ON median_interactions_per_student:

teacher_nombre
0.36
intensidad
0.22
teacher_edukrea_user_id_x
0.15
teacher_año_inicio_ficc
0.12
teacher_edukrea_user_id_y
0.12
year
0.09
teacher_year
0.09
students_viewed_least_module
0.09
years_experience_ficc
0.07
teacher_years_experience_ficc
0.07
teacher_experiencia_ficc_percentil
0.07
nivel_educativo
0.07
teacher_nivel_educativo
0.07
teacher_nivel_educativo_num
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
median_interactions_per_student
CORRELATION RATIO WITH...

modules_participated
0.58
percent_modules_participated
0.51
num_modules_viewed
0.51
count_interactive
0.50
count_content
0.48
student_total_views
0.47
log_total_interactions
0.46
avg_interactions_per_student
0.45
teacher_total_views
0.44
percent_interactive
0.43
student_total_interactions
0.43
num_modules
0.43
total_modules
0.43
modules_viewed
0.42
id_least_viewed_module
MISSING:
18,420
(24%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

id_most_late_opened_module
0.55
num_modules
-0.55
total_modules
-0.55
num_modules_updated
-0.54
percent_interactive
-0.51
count_content
-0.49
percent_students_interacted
-0.48
count_collaboration
-0.48
teacher_total_updates
-0.48
count_interactive
-0.48
count_in_english
-0.48
percent_in_english
-0.46
id_asignatura
0.46
num_students_interacted
-0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

students_viewed_least_module
0.77
teacher_nombre
0.39
years_experience_ficc
0.22
teacher_years_experience_ficc
0.22
teacher_experiencia_ficc_percentil
0.22
teacher_edukrea_user_id_x
0.22
teacher_edukrea_user_id_y
0.21
teacher_año_inicio_ficc
0.19
intensidad
0.15
total_subjects
0.15
teacher_total_subjects
0.15
nivel_educativo
0.14
teacher_nivel_educativo
0.14
teacher_nivel_educativo_num
0.14
MOST FREQUENT VALUES

128644.0
185
0.3%
131516.0
120
0.2%
149059.0
120
0.2%
148621.0
120
0.2%
129800.0
120
0.2%
148867.0
120
0.2%
148437.0
120
0.2%
147792.0
120
0.2%
1615.0
120
0.2%
128287.0
120
0.2%
130839.0
120
0.2%
139465.0
110
0.2%
133310.0
110
0.2%
29007.0
110
0.2%
135413.0
110
0.2%
SMALLEST VALUES

913.0
35
<0.1%
1073.0
70
0.1%
1272.0
20
<0.1%
1299.0
70
0.1%
1312.0
25
<0.1%
1317.0
65
0.1%
1356.0
30
<0.1%
1565.0
20
<0.1%
1615.0
120
0.2%
1831.0
35
<0.1%
1841.0
35
<0.1%
2006.0
20
<0.1%
2033.0
70
0.1%
2054.0
35
<0.1%
2137.0
60
0.1%
LARGEST VALUES

151383.0
35
<0.1%
151269.0
90
0.2%
151193.0
100
0.2%
151184.0
90
0.2%
151040.0
75
0.1%
151005.0
80
0.1%
150893.0
105
0.2%
150874.0
65
0.1%
150873.0
100
0.2%
150864.0
90
0.2%
150863.0
70
0.1%
150797.0
90
0.2%
150736.0
35
<0.1%
150689.0
90
0.2%
150573.0
100
0.2%
students_viewed_least_module
MISSING:
18,420
(24%)
TOP CATEGORIES

1.0
49,890
85%
2.0
5,020
9%
3.0
1,900
3%
4.0
965
2%
5.0
365
<1%
18.0
105
<1%
12.0
90
<1%
8.0
80
<1%
ALL
58,415
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
students_viewed_least_module
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
median_interactions_per_student
0.09
median_interactions_per_module
0.07
teacher_nombre
0.07

THESE FEATURES
GIVE INFORMATION
ON students_viewed_least_module:

teacher_nombre
0.22
intensidad
0.11
teacher_año_inicio_ficc
0.07
years_experience_ficc
0.06
teacher_years_experience_ficc
0.06
teacher_experiencia_ficc_percentil
0.06
teacher_edukrea_user_id_x
0.05
teacher_edukrea_user_id_y
0.05
nivel_educativo
0.04
teacher_nivel_educativo
0.04
teacher_nivel_educativo_num
0.04
teacher_nivel_educativo_percentil
0.04
total_subjects
0.04
teacher_total_subjects
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
students_viewed_least_module
CORRELATION RATIO WITH...

days_before_start
1.00
id_least_viewed_module
0.77
avg_views_per_student
0.74
median_views_per_student
0.70
percent_students_viewed
0.61
num_students_viewed
0.60
percent_modules_viewed
0.55
percent_modules_out_of_date
0.55
min_days_after_end
0.52
min_days_before_start
0.52
std_days_after_end
0.51
std_days_before_start
0.51
log_total_views
0.49
percent_modules_viewed_interacciones_de_estudiantes
0.47
id_most_late_opened_module
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

id_least_viewed_module
0.55
num_modules
-0.45
total_modules
-0.45
count_interactive
-0.44
num_modules_updated
-0.43
count_content
-0.43
percent_interactive
-0.42
count_collaboration
-0.42
teacher_total_updates
-0.40
percent_students_interacted
-0.40
num_students_interacted
-0.39
count_in_english
-0.39
student_total_views
-0.38
num_modules_viewed
-0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.44
intensidad
0.38
years_experience_ficc
0.26
teacher_years_experience_ficc
0.26
teacher_experiencia_ficc_percentil
0.26
teacher_edukrea_user_id_x
0.25
teacher_edukrea_user_id_y
0.25
teacher_año_inicio_ficc
0.23
median_interactions_per_student
0.21
nivel_educativo
0.20
teacher_nivel_educativo
0.20
teacher_nivel_educativo_num
0.20
teacher_nivel_educativo_percentil
0.20
students_viewed_least_module
0.19
MOST FREQUENT VALUES

34738
205
0.3%
128705
205
0.3%
99676
205
0.3%
1051
190
0.2%
34748
185
0.2%
31689
185
0.2%
29687
185
0.2%
127980
180
0.2%
128037
180
0.2%
99710
170
0.2%
30041
170
0.2%
99758
170
0.2%
129635
150
0.2%
33452
145
0.2%
128239
145
0.2%
SMALLEST VALUES

813
20
<0.1%
860
90
0.1%
900
110
0.1%
1019
25
<0.1%
1036
70
<0.1%
1051
190
0.2%
1052
105
0.1%
1054
70
<0.1%
1192
100
0.1%
1198
60
<0.1%
1281
20
<0.1%
1322
35
<0.1%
1330
70
<0.1%
1338
25
<0.1%
1370
60
<0.1%
LARGEST VALUES

150893
105
0.1%
150525
70
<0.1%
150421
80
0.1%
150152
100
0.1%
149908
100
0.1%
149890
90
0.1%
149881
90
0.1%
149873
100
0.1%
149751
20
<0.1%
149559
20
<0.1%
149499
75
<0.1%
149177
120
0.2%
148869
70
<0.1%
148645
65
<0.1%
148636
70
<0.1%
days_before_start
MISSING:
18,420
(24%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_days_since_creation
-0.44
count_interactive
-0.29
count_evaluation
0.28
total_hours
-0.26
teacher_total_hours
-0.26
teacher_total_views
-0.25
count_content
-0.24
percent_evaluation
0.24
median_days_since_creation
0.24
count_login_thu
0.22
percent_interactive
-0.22
student_total_interactions
-0.21
count_login
0.20
num_teacher_views_before_planned_start_date
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

students_viewed_least_module
1.00
teacher_nombre
0.46
intensidad
0.38
teacher_año_inicio_ficc
0.31
years_experience_ficc
0.29
teacher_years_experience_ficc
0.29
teacher_experiencia_ficc_percentil
0.29
nivel_educativo
0.24
teacher_nivel_educativo
0.24
teacher_nivel_educativo_num
0.24
teacher_nivel_educativo_percentil
0.24
teacher_edukrea_user_id_x
0.22
teacher_edukrea_user_id_y
0.22
rol_adicional
0.15
MOST FREQUENT VALUES

-19754.0
10,220
17.5%
-19912.0
9,500
16.3%
-19975.0
8,155
14.0%
-20122.0
7,915
13.5%
-19828.0
7,555
12.9%
-19835.0
2,165
3.7%
-19982.0
935
1.6%
-19765.0
785
1.3%
-20129.0
740
1.3%
-19919.0
685
1.2%
-20136.0
640
1.1%
-19926.0
580
1.0%
-20150.0
565
1.0%
-19842.0
560
1.0%
-19996.0
545
0.9%
SMALLEST VALUES

-20171.0
175
0.3%
-20164.0
440
0.8%
-20157.0
430
0.7%
-20150.0
565
1.0%
-20143.0
325
0.6%
-20136.0
640
1.1%
-20129.0
740
1.3%
-20122.0
7,915
13.5%
-20017.0
75
0.1%
-20010.0
515
0.9%
-19996.0
545
0.9%
-19989.0
440
0.8%
-19982.0
935
1.6%
-19975.0
8,155
14.0%
-19961.0
140
0.2%
LARGEST VALUES

-19754.0
10,220
17.5%
-19765.0
785
1.3%
-19772.0
330
0.6%
-19779.0
490
0.8%
-19786.0
365
0.6%
-19793.0
140
0.2%
-19800.0
260
0.4%
-19814.0
195
0.3%
-19828.0
7,555
12.9%
-19835.0
2,165
3.7%
-19842.0
560
1.0%
-19849.0
530
0.9%
-19856.0
470
0.8%
-19863.0
350
0.6%
-19870.0
205
0.4%
percent_modules_out_of_date
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

percent_modules_viewed
0.98
num_modules_viewed
0.92
percent_students_interacted
0.91
num_students_interacted
0.90
log_total_views
0.88
num_students_viewed
0.87
percent_students_viewed
0.87
student_total_views
0.87
percent_modules_viewed_interacciones_de_estudiantes
0.84
avg_days_after_end
-0.84
avg_days_before_start
-0.84
log_total_interactions
0.83
modules_viewed
0.82
std_days_after_end
0.82

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.75
intensidad
0.57
students_viewed_least_module
0.55
teacher_año_inicio_ficc
0.41
teacher_edukrea_user_id_x
0.39
years_experience_ficc
0.37
teacher_years_experience_ficc
0.37
teacher_experiencia_ficc_percentil
0.37
median_interactions_per_student
0.37
nivel_educativo
0.35
teacher_nivel_educativo
0.35
teacher_nivel_educativo_num
0.35
teacher_nivel_educativo_percentil
0.35
teacher_edukrea_user_id_y
0.32
MOST FREQUENT VALUES

0.0
25,605
33.3%
0.01
9,895
12.9%
0.02
4,240
5.5%
0.03
2,535
3.3%
0.04
1,520
2.0%
0.09
1,440
1.9%
0.06
1,400
1.8%
0.05
1,305
1.7%
0.07
1,130
1.5%
0.12
1,065
1.4%
0.32
985
1.3%
0.11
900
1.2%
0.13
855
1.1%
0.2
835
1.1%
0.45
820
1.1%
SMALLEST VALUES

0.0
25,605
33.3%
0.01
9,895
12.9%
0.02
4,240
5.5%
0.03
2,535
3.3%
0.04
1,520
2.0%
0.05
1,305
1.7%
0.06
1,400
1.8%
0.07
1,130
1.5%
0.08
670
0.9%
0.09
1,440
1.9%
0.1
645
0.8%
0.11
900
1.2%
0.12
1,065
1.4%
0.13
855
1.1%
0.14
800
1.0%
LARGEST VALUES

0.63
105
0.1%
0.59
90
0.1%
0.58
85
0.1%
0.57
255
0.3%
0.56
190
0.2%
0.55
440
0.6%
0.54
190
0.2%
0.52
515
0.7%
0.51
250
0.3%
0.5
440
0.6%
0.49
415
0.5%
0.48
575
0.7%
0.47
425
0.6%
0.46
350
0.5%
0.45
820
1.1%
percent_students_viewed
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

num_students_viewed
0.96
percent_students_interacted
0.87
percent_modules_out_of_date
0.87
log_total_views
0.86
std_days_before_start
0.85
std_days_after_end
0.85
num_students_interacted
0.84
min_days_before_start
-0.83
min_days_after_end
-0.83
percent_modules_viewed
0.83
num_modules
0.77
total_modules
0.77
num_modules_viewed
0.75
num_modules_updated
0.74

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.75
intensidad
0.62
students_viewed_least_module
0.61
teacher_año_inicio_ficc
0.40
nivel_educativo
0.38
teacher_nivel_educativo
0.38
teacher_nivel_educativo_num
0.38
teacher_nivel_educativo_percentil
0.38
years_experience_ficc
0.37
teacher_years_experience_ficc
0.37
teacher_experiencia_ficc_percentil
0.37
teacher_edukrea_user_id_x
0.37
teacher_edukrea_user_id_y
0.31
total_subjects
0.28
MOST FREQUENT VALUES

0.0
18,420
24.0%
1.0
11,260
14.7%
0.06
4,215
5.5%
0.05
2,685
3.5%
0.94
2,625
3.4%
0.12
2,295
3.0%
0.95
1,855
2.4%
0.18
1,670
2.2%
0.07
1,620
2.1%
0.88
1,570
2.0%
0.13
1,480
1.9%
0.87
1,195
1.6%
0.2
990
1.3%
0.92
985
1.3%
0.14
955
1.2%
SMALLEST VALUES

0.0
18,420
24.0%
0.04
480
0.6%
0.05
2,685
3.5%
0.06
4,215
5.5%
0.07
1,620
2.1%
0.08
950
1.2%
0.09
325
0.4%
0.1
635
0.8%
0.11
560
0.7%
0.12
2,295
3.0%
0.13
1,480
1.9%
0.14
955
1.2%
0.15
545
0.7%
0.17
395
0.5%
0.18
1,670
2.2%
LARGEST VALUES

1.0
11,260
14.7%
0.96
240
0.3%
0.95
1,855
2.4%
0.94
2,625
3.4%
0.93
650
0.8%
0.92
985
1.3%
0.91
740
1.0%
0.9
95
0.1%
0.89
215
0.3%
0.88
1,570
2.0%
0.87
1,195
1.6%
0.86
405
0.5%
0.85
200
0.3%
0.83
560
0.7%
0.82
445
0.6%
percent_students_interacted
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

num_students_interacted
0.97
percent_modules_out_of_date
0.91
percent_students_viewed
0.87
log_total_views
0.87
percent_modules_viewed
0.87
log_total_interactions
0.87
num_modules_viewed
0.86
num_students_viewed
0.86
student_total_views
0.83
count_collaboration
0.83
num_modules
0.82
total_modules
0.82
num_modules_updated
0.81
std_days_before_start
0.79

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.76
intensidad
0.62
students_viewed_least_module
0.45
teacher_año_inicio_ficc
0.41
teacher_edukrea_user_id_x
0.41
nivel_educativo
0.38
teacher_nivel_educativo
0.38
teacher_nivel_educativo_num
0.38
teacher_nivel_educativo_percentil
0.38
median_interactions_per_student
0.36
years_experience_ficc
0.36
teacher_years_experience_ficc
0.36
teacher_experiencia_ficc_percentil
0.36
teacher_edukrea_user_id_y
0.34
MOST FREQUENT VALUES

0.0
46,500
60.5%
1.0
6,490
8.4%
0.95
2,205
2.9%
0.88
1,505
2.0%
0.94
1,075
1.4%
0.5
970
1.3%
0.06
755
1.0%
0.8
640
0.8%
0.87
635
0.8%
0.07
600
0.8%
0.41
570
0.7%
0.91
535
0.7%
0.12
535
0.7%
0.2
525
0.7%
0.25
515
0.7%
SMALLEST VALUES

0.0
46,500
60.5%
0.05
95
0.1%
0.06
755
1.0%
0.07
600
0.8%
0.08
110
0.1%
0.09
320
0.4%
0.1
75
<0.1%
0.12
535
0.7%
0.13
355
0.5%
0.14
310
0.4%
0.15
65
<0.1%
0.17
115
0.1%
0.18
315
0.4%
0.19
150
0.2%
0.2
525
0.7%
LARGEST VALUES

1.0
6,490
8.4%
0.96
360
0.5%
0.95
2,205
2.9%
0.94
1,075
1.4%
0.93
215
0.3%
0.92
430
0.6%
0.91
535
0.7%
0.9
490
0.6%
0.89
215
0.3%
0.88
1,505
2.0%
0.87
635
0.8%
0.86
275
0.4%
0.85
290
0.4%
0.83
230
0.3%
0.82
440
0.6%
percent_modules_viewed
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

percent_modules_out_of_date
0.98
num_modules_viewed
0.95
num_students_interacted
0.91
student_total_views
0.89
num_students_viewed
0.89
percent_students_interacted
0.87
log_total_views
0.85
percent_students_viewed
0.83
log_total_interactions
0.82
percent_modules_viewed_interacciones_de_estudiantes
0.82
avg_days_after_end
-0.82
avg_days_before_start
-0.82
modules_viewed
0.81
std_days_after_end
0.79

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.73
students_viewed_least_module
0.55
intensidad
0.53
median_interactions_per_student
0.40
teacher_año_inicio_ficc
0.39
teacher_edukrea_user_id_x
0.38
years_experience_ficc
0.35
teacher_years_experience_ficc
0.35
teacher_experiencia_ficc_percentil
0.35
nivel_educativo
0.33
teacher_nivel_educativo
0.33
teacher_nivel_educativo_num
0.33
teacher_nivel_educativo_percentil
0.33
teacher_edukrea_user_id_y
0.32
MOST FREQUENT VALUES

0.0
18,420
24.0%
0.06
5,355
7.0%
0.12
2,980
3.9%
0.25
1,680
2.2%
0.19
1,275
1.7%
0.44
660
0.9%
0.05
650
0.8%
0.29
645
0.8%
0.07
615
0.8%
0.5
540
0.7%
0.28
540
0.7%
0.21
535
0.7%
0.08
485
0.6%
0.11
470
0.6%
0.38
455
0.6%
SMALLEST VALUES

0.0
18,420
24.0%
0.01
110
0.1%
0.02
135
0.2%
0.03
100
0.1%
0.04
280
0.4%
0.05
650
0.8%
0.06
5,355
7.0%
0.07
615
0.8%
0.08
485
0.6%
0.09
230
0.3%
0.1
275
0.4%
0.11
470
0.6%
0.12
2,980
3.9%
0.13
25
<0.1%
0.14
310
0.4%
LARGEST VALUES

13.84
105
0.1%
12.34
105
0.1%
12.32
120
0.2%
12.1
110
0.1%
11.81
110
0.1%
11.55
105
0.1%
11.5
110
0.1%
11.47
200
0.3%
11.06
110
0.1%
10.6
90
0.1%
10.49
110
0.1%
10.48
105
0.1%
10.44
105
0.1%
10.16
110
0.1%
9.96
110
0.1%
total_modules
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

num_modules
1.00
count_content
0.95
num_modules_updated
0.92
count_interactive
0.85
percent_interactive
0.83
count_collaboration
0.82
percent_students_interacted
0.82
num_students_interacted
0.80
student_total_views
0.77
percent_students_viewed
0.77
num_modules_viewed
0.77
log_total_views
0.75
log_total_interactions
0.75
num_students_viewed
0.74

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.69
intensidad
0.62
students_viewed_least_module
0.44
median_interactions_per_student
0.43
teacher_edukrea_user_id_x
0.35
teacher_año_inicio_ficc
0.34
teacher_edukrea_user_id_y
0.33
nivel_educativo
0.32
teacher_nivel_educativo
0.32
teacher_nivel_educativo_num
0.32
teacher_nivel_educativo_percentil
0.32
years_experience_ficc
0.31
teacher_years_experience_ficc
0.31
teacher_experiencia_ficc_percentil
0.31
MOST FREQUENT VALUES

16
21,310
27.7%
14
2,650
3.4%
17
2,535
3.3%
18
2,270
3.0%
20
1,845
2.4%
19
1,360
1.8%
69
1,230
1.6%
42
1,200
1.6%
21
1,075
1.4%
43
1,015
1.3%
24
975
1.3%
72
950
1.2%
38
940
1.2%
12
920
1.2%
60
890
1.2%
SMALLEST VALUES

1
100
0.1%
2
220
0.3%
3
80
0.1%
4
190
0.2%
5
100
0.1%
6
365
0.5%
7
220
0.3%
8
715
0.9%
9
225
0.3%
10
185
0.2%
11
710
0.9%
12
920
1.2%
13
525
0.7%
14
2,650
3.4%
15
665
0.9%
LARGEST VALUES

107
70
<0.1%
106
100
0.1%
105
90
0.1%
104
215
0.3%
103
135
0.2%
102
90
0.1%
101
145
0.2%
99
110
0.1%
97
265
0.3%
96
175
0.2%
94
20
<0.1%
93
90
0.1%
92
255
0.3%
91
425
0.6%
90
215
0.3%
modules_viewed
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

avg_days_before_start
-0.94
avg_days_after_end
-0.94
percent_modules_viewed_interacciones_de_estudiantes
0.94
total_views
0.91
log_total_interactions
0.90
percent_modules_participated
0.89
modules_participated
0.88
log_total_views
0.88
num_modules_viewed
0.85
avg_views_per_module
0.84
percent_modules_out_of_date
0.82
percent_modules_viewed
0.81
iqr_views
0.81
student_total_views
0.80

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.64
intensidad
0.50
median_interactions_per_student
0.42
students_viewed_least_module
0.41
teacher_edukrea_user_id_x
0.35
teacher_año_inicio_ficc
0.34
teacher_edukrea_user_id_y
0.31
years_experience_ficc
0.31
teacher_years_experience_ficc
0.31
teacher_experiencia_ficc_percentil
0.31
nivel_educativo
0.29
teacher_nivel_educativo
0.29
teacher_nivel_educativo_num
0.29
teacher_nivel_educativo_percentil
0.29
MOST FREQUENT VALUES

0
43,935
57.2%
1
4,015
5.2%
2
2,440
3.2%
3
1,720
2.2%
4
1,450
1.9%
5
1,160
1.5%
7
1,115
1.5%
6
1,110
1.4%
8
820
1.1%
10
800
1.0%
9
795
1.0%
14
770
1.0%
11
750
1.0%
12
750
1.0%
13
740
1.0%
SMALLEST VALUES

0
43,935
57.2%
1
4,015
5.2%
2
2,440
3.2%
3
1,720
2.2%
4
1,450
1.9%
5
1,160
1.5%
6
1,110
1.4%
7
1,115
1.5%
8
820
1.1%
9
795
1.0%
10
800
1.0%
11
750
1.0%
12
750
1.0%
13
740
1.0%
14
770
1.0%
LARGEST VALUES

83
5
<0.1%
78
5
<0.1%
77
10
<0.1%
73
5
<0.1%
72
5
<0.1%
70
5
<0.1%
69
10
<0.1%
68
10
<0.1%
67
25
<0.1%
66
5
<0.1%
65
15
<0.1%
64
25
<0.1%
63
55
<0.1%
62
35
<0.1%
61
35
<0.1%
modules_participated
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

percent_modules_participated
0.97
modules_viewed
0.88
log_total_interactions
0.85
total_views
0.81
num_modules_viewed
0.78
avg_days_before_start
-0.77
avg_days_after_end
-0.77
percent_modules_viewed_interacciones_de_estudiantes
0.76
student_total_views
0.73
log_total_views
0.70
percent_modules_viewed
0.70
avg_views_per_module
0.69
percent_modules_out_of_date
0.69
num_students_interacted
0.68

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.58
median_interactions_per_student
0.58
intensidad
0.43
teacher_edukrea_user_id_x
0.36
median_interactions_per_module
0.36
teacher_edukrea_user_id_y
0.33
students_viewed_least_module
0.30
teacher_año_inicio_ficc
0.30
years_experience_ficc
0.26
teacher_years_experience_ficc
0.26
teacher_experiencia_ficc_percentil
0.26
nivel_educativo
0.23
teacher_nivel_educativo
0.23
teacher_nivel_educativo_num
0.23
MOST FREQUENT VALUES

0
55,260
71.9%
1
3,210
4.2%
2
2,230
2.9%
3
1,830
2.4%
4
1,585
2.1%
5
1,425
1.9%
6
1,210
1.6%
7
1,095
1.4%
8
910
1.2%
9
815
1.1%
10
680
0.9%
11
635
0.8%
12
545
0.7%
14
530
0.7%
13
490
0.6%
SMALLEST VALUES

0
55,260
71.9%
1
3,210
4.2%
2
2,230
2.9%
3
1,830
2.4%
4
1,585
2.1%
5
1,425
1.9%
6
1,210
1.6%
7
1,095
1.4%
8
910
1.2%
9
815
1.1%
10
680
0.9%
11
635
0.8%
12
545
0.7%
13
490
0.6%
14
530
0.7%
LARGEST VALUES

59
5
<0.1%
57
5
<0.1%
55
5
<0.1%
53
5
<0.1%
52
5
<0.1%
51
5
<0.1%
49
5
<0.1%
48
10
<0.1%
47
25
<0.1%
46
10
<0.1%
45
25
<0.1%
44
5
<0.1%
43
30
<0.1%
42
30
<0.1%
41
30
<0.1%
percent_modules_viewed_interacciones_de_estudiantes
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

avg_days_after_end
-1.00
avg_days_before_start
-1.00
modules_viewed
0.94
log_total_views
0.91
avg_views_per_module
0.90
total_views
0.87
iqr_views
0.86
std_days_after_end
0.86
std_days_before_start
0.86
percent_modules_out_of_date
0.84
log_total_interactions
0.84
percent_modules_participated
0.82
percent_modules_viewed
0.82
std_views_per_module
0.80

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.64
intensidad
0.48
students_viewed_least_module
0.47
teacher_año_inicio_ficc
0.34
teacher_edukrea_user_id_x
0.33
median_interactions_per_student
0.31
years_experience_ficc
0.31
teacher_years_experience_ficc
0.31
teacher_experiencia_ficc_percentil
0.31
nivel_educativo
0.30
teacher_nivel_educativo
0.30
teacher_nivel_educativo_num
0.30
teacher_nivel_educativo_percentil
0.30
teacher_edukrea_user_id_y
0.28
MOST FREQUENT VALUES

0.0
43,935
57.2%
0.0625
1,055
1.4%
0.125
465
0.6%
0.5
430
0.6%
0.25
410
0.5%
0.3333
375
0.5%
0.0714
320
0.4%
0.1667
315
0.4%
0.1429
280
0.4%
0.0476
270
0.4%
0.0588
270
0.4%
0.2857
245
0.3%
0.1
235
0.3%
0.2
230
0.3%
0.05
225
0.3%
SMALLEST VALUES

0.0
43,935
57.2%
0.0095
20
<0.1%
0.0096
5
<0.1%
0.0097
25
<0.1%
0.0099
5
<0.1%
0.0103
5
<0.1%
0.0106
5
<0.1%
0.0109
10
<0.1%
0.011
15
<0.1%
0.0111
5
<0.1%
0.0112
25
<0.1%
0.0122
25
<0.1%
0.0125
10
<0.1%
0.0127
5
<0.1%
0.0135
5
<0.1%
LARGEST VALUES

0.8904
5
<0.1%
0.8873
10
<0.1%
0.8857
5
<0.1%
0.8841
10
<0.1%
0.8824
5
<0.1%
0.8784
5
<0.1%
0.8769
5
<0.1%
0.875
10
<0.1%
0.873
5
<0.1%
0.8718
5
<0.1%
0.8696
15
<0.1%
0.8676
15
<0.1%
0.8657
10
<0.1%
0.8636
5
<0.1%
0.8621
10
<0.1%
percent_modules_participated
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

modules_participated
0.97
modules_viewed
0.89
log_total_interactions
0.88
total_views
0.83
avg_days_before_start
-0.83
avg_days_after_end
-0.83
percent_modules_viewed_interacciones_de_estudiantes
0.82
num_modules_viewed
0.78
avg_views_per_module
0.76
log_total_views
0.75
percent_modules_viewed
0.74
iqr_views
0.74
percent_modules_out_of_date
0.74
student_total_views
0.73

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.59
median_interactions_per_student
0.51
intensidad
0.44
teacher_edukrea_user_id_x
0.34
students_viewed_least_module
0.34
median_interactions_per_module
0.34
teacher_año_inicio_ficc
0.32
teacher_edukrea_user_id_y
0.30
years_experience_ficc
0.28
teacher_years_experience_ficc
0.28
teacher_experiencia_ficc_percentil
0.28
nivel_educativo
0.25
teacher_nivel_educativo
0.25
teacher_nivel_educativo_num
0.25
MOST FREQUENT VALUES

0.0
55,260
71.9%
0.1429
220
0.3%
0.0455
205
0.3%
0.1667
200
0.3%
0.1111
195
0.3%
0.0435
185
0.2%
0.0714
175
0.2%
0.0238
165
0.2%
0.0286
150
0.2%
0.087
150
0.2%
0.0476
145
0.2%
0.0667
145
0.2%
0.1
145
0.2%
0.0345
145
0.2%
0.125
145
0.2%
SMALLEST VALUES

0.0
55,260
71.9%
0.0093
10
<0.1%
0.0096
5
<0.1%
0.0097
15
<0.1%
0.0099
5
<0.1%
0.0103
35
<0.1%
0.0106
5
<0.1%
0.0109
25
<0.1%
0.011
5
<0.1%
0.0111
5
<0.1%
0.0112
35
<0.1%
0.0115
5
<0.1%
0.0122
30
<0.1%
0.0123
10
<0.1%
0.0125
25
<0.1%
LARGEST VALUES

0.726
5
<0.1%
0.7108
5
<0.1%
0.6866
5
<0.1%
0.6528
5
<0.1%
0.6081
5
<0.1%
0.6044
5
<0.1%
0.6029
5
<0.1%
0.6
5
<0.1%
0.5972
5
<0.1%
0.5876
5
<0.1%
0.5833
5
<0.1%
0.5604
5
<0.1%
0.5529
5
<0.1%
0.5488
5
<0.1%
0.5441
10
<0.1%
has_viewed_all_modules
MISSING:
---
TOP CATEGORIES

0
76,835
100%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
has_viewed_all_modules
PROVIDES INFORMATION ON...

has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
median_interactions_per_module
0.00
nee
0.00
país_origen
0.00
medio_transporte
0.00

THESE FEATURES
GIVE INFORMATION
ON has_viewed_all_modules:

year
1.00
sede
1.00
año_ingreso
1.00
antigüedad
1.00
género
1.00
demuestra_confianza
1.00
país_origen
1.00
estrato
1.00
tipo_vivienda
1.00
zona_vivienda
1.00
interés_estudios_superiores
1.00
medio_transporte
1.00
apoyo_familiar
1.00
total_hermanos
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
has_viewed_all_modules
CORRELATION RATIO WITH...

moodle_user_id
0.00
edukrea_user_id
0.00
id_grado
0.00
horas_semana_estudio_casa
0.00
id_asignatura
0.00
resultado
0.00
edad_estudiante
0.00
count_login
0.00
max_inactividad
0.00
count_login_mon
0.00
count_login_tue
0.00
count_login_wed
0.00
count_login_thu
0.00
count_login_fri
0.00
has_participated_all_modules
MISSING:
---
TOP CATEGORIES

0
76,835
100%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
has_participated_all_modules
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
median_interactions_per_module
0.00
nee
0.00
país_origen
0.00
medio_transporte
0.00

THESE FEATURES
GIVE INFORMATION
ON has_participated_all_modules:

year
1.00
sede
1.00
año_ingreso
1.00
antigüedad
1.00
género
1.00
demuestra_confianza
1.00
país_origen
1.00
estrato
1.00
tipo_vivienda
1.00
zona_vivienda
1.00
interés_estudios_superiores
1.00
medio_transporte
1.00
apoyo_familiar
1.00
total_hermanos
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
has_participated_all_modules
CORRELATION RATIO WITH...

moodle_user_id
0.00
edukrea_user_id
0.00
id_grado
0.00
horas_semana_estudio_casa
0.00
id_asignatura
0.00
resultado
0.00
edad_estudiante
0.00
count_login
0.00
max_inactividad
0.00
count_login_mon
0.00
count_login_tue
0.00
count_login_wed
0.00
count_login_thu
0.00
count_login_fri
0.00
total_views
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

avg_views_per_module
0.95
modules_viewed
0.91
iqr_views
0.87
percent_modules_viewed_interacciones_de_estudiantes
0.87
avg_days_after_end
-0.87
avg_days_before_start
-0.87
std_views_per_module
0.85
percent_modules_participated
0.83
log_total_views
0.82
log_total_interactions
0.81
max_views_in_a_module
0.81
modules_participated
0.81
num_modules_viewed
0.76
median_views_per_module
0.76

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.58
intensidad
0.44
students_viewed_least_module
0.38
median_interactions_per_student
0.35
teacher_edukrea_user_id_x
0.32
teacher_año_inicio_ficc
0.29
teacher_edukrea_user_id_y
0.28
years_experience_ficc
0.27
teacher_years_experience_ficc
0.27
teacher_experiencia_ficc_percentil
0.27
nivel_educativo
0.26
teacher_nivel_educativo
0.26
teacher_nivel_educativo_num
0.26
teacher_nivel_educativo_percentil
0.26
MOST FREQUENT VALUES

0.0
43,935
57.2%
1.0
2,680
3.5%
2.0
1,710
2.2%
3.0
1,170
1.5%
4.0
985
1.3%
6.0
765
1.0%
5.0
710
0.9%
7.0
670
0.9%
8.0
650
0.8%
10.0
575
0.7%
9.0
545
0.7%
12.0
480
0.6%
14.0
475
0.6%
11.0
450
0.6%
13.0
420
0.5%
SMALLEST VALUES

0.0
43,935
57.2%
1.0
2,680
3.5%
2.0
1,710
2.2%
3.0
1,170
1.5%
4.0
985
1.3%
5.0
710
0.9%
6.0
765
1.0%
7.0
670
0.9%
8.0
650
0.8%
9.0
545
0.7%
10.0
575
0.7%
11.0
450
0.6%
12.0
480
0.6%
13.0
420
0.5%
14.0
475
0.6%
LARGEST VALUES

582.0
5
<0.1%
511.0
5
<0.1%
478.0
5
<0.1%
439.0
5
<0.1%
392.0
5
<0.1%
384.0
5
<0.1%
378.0
5
<0.1%
355.0
10
<0.1%
351.0
5
<0.1%
349.0
5
<0.1%
335.0
5
<0.1%
326.0
5
<0.1%
318.0
5
<0.1%
313.0
5
<0.1%
309.0
5
<0.1%
total_interactions
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

avg_interactions_per_module
0.98
std_interactions_per_module
0.90
max_interactions_in_a_module
0.86
interaction_to_view_ratio
0.74
avg_interactions_per_student
0.68
modules_participated
0.63
student_total_interactions
0.62
log_total_interactions
0.61
percent_modules_participated
0.59
modules_viewed
0.55
total_views
0.51
num_modules_viewed
0.50
student_total_views
0.46
avg_days_before_start
-0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.42
median_interactions_per_student
0.38
teacher_edukrea_user_id_x
0.34
teacher_edukrea_user_id_y
0.34
intensidad
0.26
teacher_año_inicio_ficc
0.20
median_interactions_per_module
0.19
students_viewed_least_module
0.17
nivel_educativo
0.15
teacher_nivel_educativo
0.15
teacher_nivel_educativo_num
0.15
teacher_nivel_educativo_percentil
0.15
year
0.13
teacher_year
0.13
MOST FREQUENT VALUES

0.0
55,260
71.9%
3.0
1,435
1.9%
1.0
1,035
1.3%
6.0
875
1.1%
2.0
750
1.0%
5.0
740
1.0%
4.0
720
0.9%
9.0
650
0.8%
12.0
615
0.8%
8.0
575
0.7%
7.0
555
0.7%
11.0
535
0.7%
17.0
470
0.6%
18.0
470
0.6%
15.0
460
0.6%
SMALLEST VALUES

0.0
55,260
71.9%
1.0
1,035
1.3%
2.0
750
1.0%
3.0
1,435
1.9%
4.0
720
0.9%
5.0
740
1.0%
6.0
875
1.1%
7.0
555
0.7%
8.0
575
0.7%
9.0
650
0.8%
10.0
410
0.5%
11.0
535
0.7%
12.0
615
0.8%
13.0
440
0.6%
14.0
410
0.5%
LARGEST VALUES

1753.0
5
<0.1%
1322.0
5
<0.1%
1308.0
5
<0.1%
1258.0
5
<0.1%
666.0
5
<0.1%
611.0
5
<0.1%
602.0
5
<0.1%
481.0
5
<0.1%
458.0
5
<0.1%
361.0
5
<0.1%
354.0
5
<0.1%
332.0
5
<0.1%
324.0
5
<0.1%
301.0
5
<0.1%
290.0
5
<0.1%
avg_views_per_module
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

total_views
0.95
iqr_views
0.92
std_views_per_module
0.92
percent_modules_viewed_interacciones_de_estudiantes
0.90
avg_days_after_end
-0.90
avg_days_before_start
-0.90
modules_viewed
0.84
log_total_views
0.83
max_views_in_a_module
0.82
median_views_per_module
0.77
percent_modules_participated
0.76
log_total_interactions
0.76
percent_modules_out_of_date
0.75
percent_modules_viewed
0.73

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.57
intensidad
0.42
students_viewed_least_module
0.41
teacher_edukrea_user_id_x
0.30
teacher_año_inicio_ficc
0.29
years_experience_ficc
0.27
teacher_years_experience_ficc
0.27
teacher_experiencia_ficc_percentil
0.27
nivel_educativo
0.26
teacher_nivel_educativo
0.26
teacher_nivel_educativo_num
0.26
teacher_nivel_educativo_percentil
0.26
teacher_edukrea_user_id_y
0.25
median_interactions_per_student
0.25
MOST FREQUENT VALUES

0.0
43,935
57.2%
0.06
1,320
1.7%
0.05
675
0.9%
0.12
660
0.9%
0.07
520
0.7%
0.03
490
0.6%
0.04
450
0.6%
0.14
440
0.6%
0.11
435
0.6%
0.1
415
0.5%
0.02
400
0.5%
0.25
380
0.5%
0.19
380
0.5%
0.29
370
0.5%
0.08
345
0.4%
SMALLEST VALUES

0.0
43,935
57.2%
0.01
195
0.3%
0.02
400
0.5%
0.03
490
0.6%
0.04
450
0.6%
0.05
675
0.9%
0.06
1,320
1.7%
0.07
520
0.7%
0.08
345
0.4%
0.09
320
0.4%
0.1
415
0.5%
0.11
435
0.6%
0.12
660
0.9%
0.13
310
0.4%
0.14
440
0.6%
LARGEST VALUES

8.11
5
<0.1%
7.86
5
<0.1%
6.64
5
<0.1%
6.36
5
<0.1%
6.32
5
<0.1%
6.22
5
<0.1%
6.0
5
<0.1%
5.71
5
<0.1%
5.67
5
<0.1%
5.62
5
<0.1%
5.58
5
<0.1%
5.19
5
<0.1%
5.11
5
<0.1%
5.0
5
<0.1%
4.8
5
<0.1%
avg_interactions_per_module
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

total_interactions
0.98
std_interactions_per_module
0.88
max_interactions_in_a_module
0.83
interaction_to_view_ratio
0.73
avg_interactions_per_student
0.68
log_total_interactions
0.68
modules_participated
0.66
percent_modules_participated
0.66
student_total_interactions
0.61
modules_viewed
0.60
total_views
0.57
avg_days_before_start
-0.54
avg_days_after_end
-0.54
num_modules_viewed
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.44
median_interactions_per_student
0.38
teacher_edukrea_user_id_x
0.33
teacher_edukrea_user_id_y
0.32
intensidad
0.29
teacher_año_inicio_ficc
0.22
students_viewed_least_module
0.21
median_interactions_per_module
0.20
nivel_educativo
0.17
teacher_nivel_educativo
0.17
teacher_nivel_educativo_num
0.17
teacher_nivel_educativo_percentil
0.17
years_experience_ficc
0.15
teacher_years_experience_ficc
0.15
MOST FREQUENT VALUES

0.0
55,260
71.9%
0.02
600
0.8%
0.05
585
0.8%
0.07
560
0.7%
0.03
505
0.7%
0.08
480
0.6%
0.09
470
0.6%
0.04
455
0.6%
0.06
450
0.6%
0.1
445
0.6%
0.12
415
0.5%
0.24
390
0.5%
0.18
380
0.5%
0.13
370
0.5%
0.17
365
0.5%
SMALLEST VALUES

0.0
55,260
71.9%
0.01
235
0.3%
0.02
600
0.8%
0.03
505
0.7%
0.04
455
0.6%
0.05
585
0.8%
0.06
450
0.6%
0.07
560
0.7%
0.08
480
0.6%
0.09
470
0.6%
0.1
445
0.6%
0.11
350
0.5%
0.12
415
0.5%
0.13
370
0.5%
0.14
325
0.4%
LARGEST VALUES

20.15
5
<0.1%
15.2
5
<0.1%
15.03
5
<0.1%
14.46
5
<0.1%
7.66
5
<0.1%
7.02
5
<0.1%
6.92
5
<0.1%
6.84
5
<0.1%
5.53
5
<0.1%
3.72
5
<0.1%
3.68
5
<0.1%
3.67
5
<0.1%
3.46
5
<0.1%
3.37
5
<0.1%
3.21
5
<0.1%
median_views_per_module
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

median_days_after_end
-0.89
median_days_before_start
-0.89
avg_views_per_module
0.77
total_views
0.76
iqr_views
0.74
percent_modules_viewed_interacciones_de_estudiantes
0.70
avg_days_after_end
-0.69
avg_days_before_start
-0.69
modules_viewed
0.68
percent_modules_participated
0.62
modules_participated
0.58
std_views_per_module
0.54
log_total_interactions
0.50
log_total_views
0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.33
students_viewed_least_module
0.30
intensidad
0.23
median_interactions_per_module
0.22
teacher_año_inicio_ficc
0.17
median_interactions_per_student
0.17
teacher_edukrea_user_id_x
0.17
years_experience_ficc
0.16
teacher_years_experience_ficc
0.16
teacher_experiencia_ficc_percentil
0.16
teacher_edukrea_user_id_y
0.16
nivel_educativo
0.14
teacher_nivel_educativo
0.14
teacher_nivel_educativo_num
0.14
MOST FREQUENT VALUES

0.0
70,945
92.3%
1.0
4,360
5.7%
2.0
835
1.1%
0.5
410
0.5%
1.5
90
0.1%
3.0
85
0.1%
4.0
55
<0.1%
2.5
20
<0.1%
6.0
10
<0.1%
3.5
10
<0.1%
5.0
10
<0.1%
4.5
5
<0.1%
SMALLEST VALUES

0.0
70,945
92.3%
0.5
410
0.5%
1.0
4,360
5.7%
1.5
90
0.1%
2.0
835
1.1%
2.5
20
<0.1%
3.0
85
0.1%
3.5
10
<0.1%
4.0
55
<0.1%
4.5
5
<0.1%
5.0
10
<0.1%
6.0
10
<0.1%
LARGEST VALUES

6.0
10
<0.1%
5.0
10
<0.1%
4.5
5
<0.1%
4.0
55
<0.1%
3.5
10
<0.1%
3.0
85
0.1%
2.5
20
<0.1%
2.0
835
1.1%
1.5
90
0.1%
1.0
4,360
5.7%
0.5
410
0.5%
0.0
70,945
92.3%
median_interactions_per_module
MISSING:
---
TOP CATEGORIES

0.0
76,595
>99%
1.0
210
<1%
0.5
20
<1%
2.0
10
<1%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
median_interactions_per_module
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
median_interactions_per_student
0.03
intensidad
0.00
teacher_nombre
0.00

THESE FEATURES
GIVE INFORMATION
ON median_interactions_per_module:

median_interactions_per_student
0.29
teacher_nombre
0.24
intensidad
0.17
students_viewed_least_module
0.07
teacher_edukrea_user_id_x
0.07
teacher_año_inicio_ficc
0.06
years_experience_ficc
0.06
teacher_years_experience_ficc
0.06
teacher_experiencia_ficc_percentil
0.06
proyección_vocacional
0.06
total_subjects
0.05
teacher_total_subjects
0.05
teacher_edukrea_user_id_y
0.05
dia_preferido
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
median_interactions_per_module
CORRELATION RATIO WITH...

modules_participated
0.36
percent_modules_participated
0.34
total_views
0.24
median_views_per_module
0.22
modules_viewed
0.21
avg_interactions_per_module
0.20
median_days_before_start
0.20
median_days_after_end
0.20
total_interactions
0.19
avg_views_per_module
0.19
avg_days_after_end
0.18
avg_days_before_start
0.18
percent_modules_viewed_interacciones_de_estudiantes
0.17
log_total_interactions
0.16
min_views_per_module
MISSING:
---
TOP CATEGORIES

0.0
76,835
100%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
min_views_per_module
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
median_interactions_per_module
0.00
nee
0.00
país_origen
0.00
medio_transporte
0.00

THESE FEATURES
GIVE INFORMATION
ON min_views_per_module:

year
1.00
sede
1.00
año_ingreso
1.00
antigüedad
1.00
género
1.00
demuestra_confianza
1.00
país_origen
1.00
estrato
1.00
tipo_vivienda
1.00
zona_vivienda
1.00
interés_estudios_superiores
1.00
medio_transporte
1.00
apoyo_familiar
1.00
total_hermanos
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
min_views_per_module
CORRELATION RATIO WITH...

moodle_user_id
0.00
edukrea_user_id
0.00
id_grado
0.00
horas_semana_estudio_casa
0.00
id_asignatura
0.00
resultado
0.00
edad_estudiante
0.00
count_login
0.00
max_inactividad
0.00
count_login_mon
0.00
count_login_tue
0.00
count_login_wed
0.00
count_login_thu
0.00
count_login_fri
0.00
min_interactions_per_module
MISSING:
---
TOP CATEGORIES

0.0
76,835
100%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
min_interactions_per_module
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
median_interactions_per_module
0.00
nee
0.00
país_origen
0.00
medio_transporte
0.00

THESE FEATURES
GIVE INFORMATION
ON min_interactions_per_module:

year
1.00
sede
1.00
año_ingreso
1.00
antigüedad
1.00
género
1.00
demuestra_confianza
1.00
país_origen
1.00
estrato
1.00
tipo_vivienda
1.00
zona_vivienda
1.00
interés_estudios_superiores
1.00
medio_transporte
1.00
apoyo_familiar
1.00
total_hermanos
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
min_interactions_per_module
CORRELATION RATIO WITH...

moodle_user_id
0.00
edukrea_user_id
0.00
id_grado
0.00
horas_semana_estudio_casa
0.00
id_asignatura
0.00
resultado
0.00
edad_estudiante
0.00
count_login
0.00
max_inactividad
0.00
count_login_mon
0.00
count_login_tue
0.00
count_login_wed
0.00
count_login_thu
0.00
count_login_fri
0.00
max_views_in_a_module
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

std_views_per_module
0.96
avg_views_per_module
0.82
total_views
0.81
log_total_views
0.78
percent_modules_viewed_interacciones_de_estudiantes
0.72
avg_days_after_end
-0.71
avg_days_before_start
-0.71
modules_viewed
0.70
log_total_interactions
0.69
percent_modules_out_of_date
0.68
std_days_after_end
0.68
std_days_before_start
0.68
percent_modules_viewed
0.66
iqr_views
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.56
intensidad
0.44
students_viewed_least_module
0.35
median_interactions_per_student
0.28
teacher_edukrea_user_id_x
0.27
teacher_año_inicio_ficc
0.25
nivel_educativo
0.25
teacher_nivel_educativo
0.25
teacher_nivel_educativo_num
0.25
teacher_nivel_educativo_percentil
0.25
years_experience_ficc
0.24
teacher_years_experience_ficc
0.24
teacher_experiencia_ficc_percentil
0.24
teacher_edukrea_user_id_y
0.22
MOST FREQUENT VALUES

0.0
43,935
57.2%
1.0
4,395
5.7%
2.0
4,045
5.3%
4.0
3,910
5.1%
6.0
3,430
4.5%
8.0
2,755
3.6%
3.0
2,285
3.0%
10.0
1,855
2.4%
5.0
1,390
1.8%
12.0
1,295
1.7%
7.0
1,270
1.7%
9.0
850
1.1%
14.0
805
1.0%
11.0
685
0.9%
16.0
680
0.9%
SMALLEST VALUES

0.0
43,935
57.2%
1.0
4,395
5.7%
2.0
4,045
5.3%
3.0
2,285
3.0%
4.0
3,910
5.1%
5.0
1,390
1.8%
6.0
3,430
4.5%
7.0
1,270
1.7%
8.0
2,755
3.6%
9.0
850
1.1%
10.0
1,855
2.4%
11.0
685
0.9%
12.0
1,295
1.7%
13.0
380
0.5%
14.0
805
1.0%
LARGEST VALUES

103.0
5
<0.1%
90.0
5
<0.1%
77.0
5
<0.1%
75.0
5
<0.1%
73.0
5
<0.1%
71.0
10
<0.1%
68.0
5
<0.1%
65.0
5
<0.1%
64.0
10
<0.1%
61.0
5
<0.1%
58.0
20
<0.1%
57.0
5
<0.1%
55.0
5
<0.1%
53.0
10
<0.1%
52.0
15
<0.1%
max_interactions_in_a_module
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

std_interactions_per_module
0.99
total_interactions
0.86
avg_interactions_per_module
0.83
interaction_to_view_ratio
0.74
avg_interactions_per_student
0.56
student_total_interactions
0.50
log_total_interactions
0.30
modules_participated
0.22
num_modules_viewed
0.21
modules_viewed
0.21
percent_modules_participated
0.20
num_students_interacted
0.20
count_content
0.20
num_modules
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.30
teacher_edukrea_user_id_x
0.28
teacher_edukrea_user_id_y
0.28
teacher_año_inicio_ficc
0.13
median_interactions_per_student
0.12
intensidad
0.11
year
0.08
teacher_year
0.08
students_viewed_least_module
0.07
nivel_educativo
0.07
teacher_nivel_educativo
0.07
teacher_nivel_educativo_num
0.07
teacher_nivel_educativo_percentil
0.07
period
0.06
MOST FREQUENT VALUES

0.0
55,260
71.9%
3.0
5,385
7.0%
5.0
2,515
3.3%
4.0
1,715
2.2%
1.0
1,630
2.1%
6.0
1,370
1.8%
2.0
1,310
1.7%
7.0
1,025
1.3%
8.0
775
1.0%
10.0
625
0.8%
9.0
565
0.7%
12.0
505
0.7%
11.0
410
0.5%
14.0
310
0.4%
13.0
265
0.3%
SMALLEST VALUES

0.0
55,260
71.9%
1.0
1,630
2.1%
2.0
1,310
1.7%
3.0
5,385
7.0%
4.0
1,715
2.2%
5.0
2,515
3.3%
6.0
1,370
1.8%
7.0
1,025
1.3%
8.0
775
1.0%
9.0
565
0.7%
10.0
625
0.8%
11.0
410
0.5%
12.0
505
0.7%
13.0
265
0.3%
14.0
310
0.4%
LARGEST VALUES

1712.0
5
<0.1%
1295.0
5
<0.1%
1281.0
5
<0.1%
1229.0
5
<0.1%
652.0
5
<0.1%
592.0
5
<0.1%
572.0
5
<0.1%
454.0
5
<0.1%
255.0
5
<0.1%
239.0
5
<0.1%
228.0
5
<0.1%
208.0
5
<0.1%
204.0
5
<0.1%
175.0
5
<0.1%
172.0
5
<0.1%
std_views_per_module
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_views_in_a_module
0.96
avg_views_per_module
0.92
total_views
0.85
log_total_views
0.85
percent_modules_viewed_interacciones_de_estudiantes
0.80
avg_days_after_end
-0.80
avg_days_before_start
-0.80
iqr_views
0.76
std_days_after_end
0.76
std_days_before_start
0.76
modules_viewed
0.74
percent_modules_out_of_date
0.74
log_total_interactions
0.73
percent_modules_viewed
0.72

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.59
intensidad
0.45
students_viewed_least_module
0.40
teacher_edukrea_user_id_x
0.30
teacher_año_inicio_ficc
0.29
years_experience_ficc
0.27
teacher_years_experience_ficc
0.27
teacher_experiencia_ficc_percentil
0.27
nivel_educativo
0.27
teacher_nivel_educativo
0.27
teacher_nivel_educativo_num
0.27
teacher_nivel_educativo_percentil
0.27
median_interactions_per_student
0.26
total_subjects
0.25
MOST FREQUENT VALUES

0.0
43,935
57.2%
0.25
875
1.1%
0.24
380
0.5%
0.5
335
0.4%
0.34
285
0.4%
0.22
280
0.4%
0.16
260
0.3%
0.27
255
0.3%
0.75
230
0.3%
0.63
205
0.3%
0.41
200
0.3%
0.58
185
0.2%
0.43
185
0.2%
0.78
185
0.2%
0.82
180
0.2%
SMALLEST VALUES

0.0
43,935
57.2%
0.1
85
0.1%
0.11
55
<0.1%
0.12
80
0.1%
0.13
90
0.1%
0.14
55
<0.1%
0.15
150
0.2%
0.16
260
0.3%
0.17
135
0.2%
0.18
105
0.1%
0.19
120
0.2%
0.2
140
0.2%
0.21
125
0.2%
0.22
280
0.4%
0.23
120
0.2%
LARGEST VALUES

13.29
5
<0.1%
12.56
5
<0.1%
10.22
5
<0.1%
10.15
5
<0.1%
10.02
5
<0.1%
9.62
5
<0.1%
9.58
5
<0.1%
9.5
5
<0.1%
9.13
5
<0.1%
9.07
5
<0.1%
8.89
5
<0.1%
8.86
5
<0.1%
8.83
5
<0.1%
8.73
5
<0.1%
8.72
5
<0.1%
std_interactions_per_module
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_interactions_in_a_module
0.99
total_interactions
0.90
avg_interactions_per_module
0.88
interaction_to_view_ratio
0.76
avg_interactions_per_student
0.60
student_total_interactions
0.52
log_total_interactions
0.37
modules_participated
0.29
modules_viewed
0.28
percent_modules_participated
0.28
num_modules_viewed
0.27
num_students_interacted
0.26
log_total_views
0.25
percent_students_interacted
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.32
teacher_edukrea_user_id_x
0.29
teacher_edukrea_user_id_y
0.29
median_interactions_per_student
0.16
intensidad
0.15
teacher_año_inicio_ficc
0.15
students_viewed_least_module
0.10
nivel_educativo
0.09
teacher_nivel_educativo
0.09
teacher_nivel_educativo_num
0.09
teacher_nivel_educativo_percentil
0.09
year
0.08
teacher_year
0.08
rol_adicional
0.07
MOST FREQUENT VALUES

0.0
55,260
71.9%
0.46
220
0.3%
0.51
205
0.3%
0.13
205
0.3%
0.47
200
0.3%
0.77
195
0.3%
0.79
190
0.2%
0.56
190
0.2%
0.8
190
0.2%
0.66
175
0.2%
0.71
175
0.2%
0.36
170
0.2%
0.98
170
0.2%
0.12
165
0.2%
1.13
165
0.2%
SMALLEST VALUES

0.0
55,260
71.9%
0.1
40
<0.1%
0.11
70
<0.1%
0.12
165
0.2%
0.13
205
0.3%
0.14
140
0.2%
0.15
135
0.2%
0.16
160
0.2%
0.17
120
0.2%
0.18
65
<0.1%
0.19
80
0.1%
0.2
90
0.1%
0.21
90
0.1%
0.22
95
0.1%
0.23
65
<0.1%
LARGEST VALUES

183.5
5
<0.1%
138.81
5
<0.1%
137.31
5
<0.1%
131.73
5
<0.1%
69.89
5
<0.1%
63.45
5
<0.1%
61.3
5
<0.1%
48.65
5
<0.1%
28.45
5
<0.1%
27.33
5
<0.1%
25.6
5
<0.1%
23.8
5
<0.1%
23.71
5
<0.1%
21.87
5
<0.1%
18.74
5
<0.1%
interaction_to_view_ratio
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

std_interactions_per_module
0.76
max_interactions_in_a_module
0.74
total_interactions
0.74
avg_interactions_per_module
0.73
avg_interactions_per_student
0.62
student_total_interactions
0.58
log_total_interactions
0.49
percent_students_interacted
0.37
num_students_interacted
0.37
num_modules
0.36
total_modules
0.36
count_content
0.36
count_interactive
0.36
modules_participated
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.35
teacher_edukrea_user_id_x
0.27
median_interactions_per_student
0.26
teacher_edukrea_user_id_y
0.26
intensidad
0.23
teacher_año_inicio_ficc
0.16
students_viewed_least_module
0.14
rol_adicional
0.14
teacher_rol_adicional
0.14
year
0.14
teacher_year
0.14
nivel_educativo
0.14
teacher_nivel_educativo
0.14
teacher_nivel_educativo_num
0.14
MOST FREQUENT VALUES

0.0
55,260
71.9%
0.25
360
0.5%
0.5
315
0.4%
0.3333
305
0.4%
1.0
235
0.3%
0.2
230
0.3%
0.4286
170
0.2%
0.6667
155
0.2%
0.2308
150
0.2%
0.125
150
0.2%
0.1429
145
0.2%
0.1111
145
0.2%
0.6
140
0.2%
0.2143
135
0.2%
0.2857
130
0.2%
SMALLEST VALUES

0.0
55,260
71.9%
0.0096
5
<0.1%
0.0102
10
<0.1%
0.0106
5
<0.1%
0.0133
5
<0.1%
0.0143
5
<0.1%
0.0153
5
<0.1%
0.0161
5
<0.1%
0.0164
5
<0.1%
0.0167
5
<0.1%
0.0175
5
<0.1%
0.0182
5
<0.1%
0.0185
5
<0.1%
0.02
5
<0.1%
0.0204
5
<0.1%
LARGEST VALUES

27.25
5
<0.1%
24.0364
5
<0.1%
23.3571
5
<0.1%
20.869
5
<0.1%
19.0
5
<0.1%
17.9714
5
<0.1%
15.3333
5
<0.1%
13.0
10
<0.1%
12.8085
5
<0.1%
12.1091
5
<0.1%
11.0
5
<0.1%
10.9318
5
<0.1%
10.0
10
<0.1%
6.5
5
<0.1%
5.8718
5
<0.1%
log_total_views
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

std_days_after_end
0.95
std_days_before_start
0.95
avg_days_before_start
-0.91
avg_days_after_end
-0.91
percent_modules_viewed_interacciones_de_estudiantes
0.91
modules_viewed
0.88
percent_modules_out_of_date
0.88
log_total_interactions
0.87
percent_students_interacted
0.87
min_days_before_start
-0.87
min_days_after_end
-0.87
percent_students_viewed
0.86
num_students_interacted
0.86
std_views_per_module
0.85

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.71
intensidad
0.58
students_viewed_least_module
0.49
teacher_año_inicio_ficc
0.38
teacher_edukrea_user_id_x
0.37
nivel_educativo
0.35
teacher_nivel_educativo
0.35
teacher_nivel_educativo_num
0.35
teacher_nivel_educativo_percentil
0.35
years_experience_ficc
0.34
teacher_years_experience_ficc
0.34
teacher_experiencia_ficc_percentil
0.34
median_interactions_per_student
0.33
teacher_edukrea_user_id_y
0.32
MOST FREQUENT VALUES

0.0
43,935
57.2%
0.6931
2,680
3.5%
1.0986
1,710
2.2%
1.3863
1,170
1.5%
1.6094
985
1.3%
1.9459
765
1.0%
1.7918
710
0.9%
2.0794
670
0.9%
2.1972
650
0.8%
2.3979
575
0.7%
2.3026
545
0.7%
2.5649
480
0.6%
2.7081
475
0.6%
2.4849
450
0.6%
2.6391
420
0.5%
SMALLEST VALUES

0.0
43,935
57.2%
0.6931
2,680
3.5%
1.0986
1,710
2.2%
1.3863
1,170
1.5%
1.6094
985
1.3%
1.7918
710
0.9%
1.9459
765
1.0%
2.0794
670
0.9%
2.1972
650
0.8%
2.3026
545
0.7%
2.3979
575
0.7%
2.4849
450
0.6%
2.5649
480
0.6%
2.6391
420
0.5%
2.7081
475
0.6%
LARGEST VALUES

6.3682
5
<0.1%
6.2383
5
<0.1%
6.1717
5
<0.1%
6.0868
5
<0.1%
5.9738
5
<0.1%
5.9532
5
<0.1%
5.9375
5
<0.1%
5.8749
10
<0.1%
5.8636
5
<0.1%
5.8579
5
<0.1%
5.8171
5
<0.1%
5.79
5
<0.1%
5.7652
5
<0.1%
5.7494
5
<0.1%
5.7366
5
<0.1%
log_total_interactions
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

modules_viewed
0.90
percent_modules_participated
0.88
log_total_views
0.87
percent_students_interacted
0.87
num_students_interacted
0.87
num_modules_viewed
0.85
modules_participated
0.85
avg_days_before_start
-0.84
avg_days_after_end
-0.84
percent_modules_viewed_interacciones_de_estudiantes
0.84
percent_modules_out_of_date
0.83
percent_modules_viewed
0.82
total_views
0.81
student_total_views
0.81

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.68
intensidad
0.53
median_interactions_per_student
0.46
students_viewed_least_module
0.39
teacher_edukrea_user_id_x
0.38
teacher_año_inicio_ficc
0.36
teacher_edukrea_user_id_y
0.34
nivel_educativo
0.32
teacher_nivel_educativo
0.32
teacher_nivel_educativo_num
0.32
teacher_nivel_educativo_percentil
0.32
years_experience_ficc
0.31
teacher_years_experience_ficc
0.31
teacher_experiencia_ficc_percentil
0.31
MOST FREQUENT VALUES

0.0
55,260
71.9%
1.3863
1,435
1.9%
0.6931
1,035
1.3%
1.9459
875
1.1%
1.0986
750
1.0%
1.7918
740
1.0%
1.6094
720
0.9%
2.3026
650
0.8%
2.5649
615
0.8%
2.1972
575
0.7%
2.0794
555
0.7%
2.4849
535
0.7%
2.8904
470
0.6%
2.9444
470
0.6%
2.7726
460
0.6%
SMALLEST VALUES

0.0
55,260
71.9%
0.6931
1,035
1.3%
1.0986
750
1.0%
1.3863
1,435
1.9%
1.6094
720
0.9%
1.7918
740
1.0%
1.9459
875
1.1%
2.0794
555
0.7%
2.1972
575
0.7%
2.3026
650
0.8%
2.3979
410
0.5%
2.4849
535
0.7%
2.5649
615
0.8%
2.6391
440
0.6%
2.7081
410
0.5%
LARGEST VALUES

7.4697
5
<0.1%
7.1877
5
<0.1%
7.177
5
<0.1%
7.1381
5
<0.1%
6.5028
5
<0.1%
6.4167
5
<0.1%
6.4019
5
<0.1%
6.1779
5
<0.1%
6.1291
5
<0.1%
5.8916
5
<0.1%
5.8721
5
<0.1%
5.8081
5
<0.1%
5.7838
5
<0.1%
5.7104
5
<0.1%
5.6733
5
<0.1%
avg_days_before_start
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

avg_days_after_end
1.00
percent_modules_viewed_interacciones_de_estudiantes
-1.00
modules_viewed
-0.94
log_total_views
-0.91
avg_views_per_module
-0.90
total_views
-0.87
iqr_views
-0.86
std_days_after_end
-0.86
std_days_before_start
-0.86
log_total_interactions
-0.84
percent_modules_out_of_date
-0.84
percent_modules_participated
-0.83
percent_modules_viewed
-0.82
std_views_per_module
-0.80

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.64
intensidad
0.48
students_viewed_least_module
0.47
teacher_año_inicio_ficc
0.34
teacher_edukrea_user_id_x
0.33
median_interactions_per_student
0.31
years_experience_ficc
0.31
teacher_years_experience_ficc
0.31
teacher_experiencia_ficc_percentil
0.31
nivel_educativo
0.30
teacher_nivel_educativo
0.30
teacher_nivel_educativo_num
0.30
teacher_nivel_educativo_percentil
0.30
teacher_edukrea_user_id_y
0.28
MOST FREQUENT VALUES

0.0
43,935
57.2%
-1234.62
110
0.1%
-3360.67
95
0.1%
-1257.62
65
<0.1%
-1237.06
60
<0.1%
-1429.29
60
<0.1%
-2520.5
50
<0.1%
-1244.94
50
<0.1%
-1239.69
50
<0.1%
-1239.25
50
<0.1%
-1244.5
50
<0.1%
-10080.25
45
<0.1%
-995.6
40
<0.1%
-522.34
40
<0.1%
-6604.67
40
<0.1%
SMALLEST VALUES

-17749.04
5
<0.1%
-17658.64
5
<0.1%
-17623.96
5
<0.1%
-17623.65
5
<0.1%
-17615.45
10
<0.1%
-17591.44
5
<0.1%
-17444.68
5
<0.1%
-17378.08
5
<0.1%
-17346.82
5
<0.1%
-17334.87
5
<0.1%
-17309.58
5
<0.1%
-17298.62
5
<0.1%
-17268.76
5
<0.1%
-17263.14
10
<0.1%
-17259.51
10
<0.1%
LARGEST VALUES

0.0
43,935
57.2%
-191.64
20
<0.1%
-193.62
5
<0.1%
-195.5
10
<0.1%
-195.56
5
<0.1%
-195.83
10
<0.1%
-199.3
5
<0.1%
-207.66
5
<0.1%
-214.51
5
<0.1%
-219.25
10
<0.1%
-221.12
5
<0.1%
-221.43
5
<0.1%
-221.66
5
<0.1%
-224.04
5
<0.1%
-226.17
5
<0.1%
avg_days_after_end
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

avg_days_before_start
1.00
percent_modules_viewed_interacciones_de_estudiantes
-1.00
modules_viewed
-0.94
log_total_views
-0.91
avg_views_per_module
-0.90
total_views
-0.87
iqr_views
-0.86
std_days_after_end
-0.86
std_days_before_start
-0.86
log_total_interactions
-0.84
percent_modules_out_of_date
-0.84
percent_modules_participated
-0.83
percent_modules_viewed
-0.82
std_views_per_module
-0.80

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.64
intensidad
0.48
students_viewed_least_module
0.47
teacher_año_inicio_ficc
0.34
teacher_edukrea_user_id_x
0.33
median_interactions_per_student
0.31
years_experience_ficc
0.31
teacher_years_experience_ficc
0.31
teacher_experiencia_ficc_percentil
0.31
nivel_educativo
0.30
teacher_nivel_educativo
0.30
teacher_nivel_educativo_num
0.30
teacher_nivel_educativo_percentil
0.30
teacher_edukrea_user_id_y
0.28
MOST FREQUENT VALUES

0.0
43,935
57.2%
-1235.06
110
0.1%
-3361.83
95
0.1%
-1258.06
65
<0.1%
-1237.5
60
<0.1%
-1429.79
60
<0.1%
-1240.12
50
<0.1%
-1239.69
50
<0.1%
-1245.38
50
<0.1%
-2521.38
50
<0.1%
-1244.94
50
<0.1%
-10083.75
45
<0.1%
-522.53
40
<0.1%
-2484.62
40
<0.1%
-6607.0
40
<0.1%
SMALLEST VALUES

-17755.27
5
<0.1%
-17664.84
5
<0.1%
-17630.14
5
<0.1%
-17629.84
5
<0.1%
-17621.66
10
<0.1%
-17597.62
5
<0.1%
-17450.81
5
<0.1%
-17384.23
5
<0.1%
-17352.95
5
<0.1%
-17340.96
5
<0.1%
-17315.71
5
<0.1%
-17304.69
5
<0.1%
-17274.87
5
<0.1%
-17269.23
10
<0.1%
-17265.57
10
<0.1%
LARGEST VALUES

0.0
43,935
57.2%
-191.7
20
<0.1%
-193.68
5
<0.1%
-195.56
10
<0.1%
-195.63
5
<0.1%
-195.9
10
<0.1%
-199.37
5
<0.1%
-207.73
5
<0.1%
-214.59
5
<0.1%
-219.33
10
<0.1%
-221.2
5
<0.1%
-221.51
5
<0.1%
-221.74
5
<0.1%
-224.12
5
<0.1%
-226.25
5
<0.1%
std_days_before_start
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

std_days_after_end
1.00
log_total_views
0.95
min_days_before_start
-0.94
min_days_after_end
-0.94
avg_days_before_start
-0.86
avg_days_after_end
-0.86
percent_modules_viewed_interacciones_de_estudiantes
0.86
percent_students_viewed
0.85
num_students_viewed
0.83
percent_modules_out_of_date
0.82
percent_students_interacted
0.79
percent_modules_viewed
0.79
log_total_interactions
0.78
num_students_interacted
0.77

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.68
intensidad
0.54
students_viewed_least_module
0.51
teacher_año_inicio_ficc
0.36
teacher_edukrea_user_id_x
0.35
nivel_educativo
0.33
teacher_nivel_educativo
0.33
teacher_nivel_educativo_num
0.33
teacher_nivel_educativo_percentil
0.33
years_experience_ficc
0.32
teacher_years_experience_ficc
0.32
teacher_experiencia_ficc_percentil
0.32
teacher_edukrea_user_id_y
0.29
median_interactions_per_student
0.28
MOST FREQUENT VALUES

0.0
43,935
57.2%
4938.5
110
0.1%
8231.92
90
0.1%
5030.5
65
<0.1%
5347.9
60
<0.1%
4948.25
60
<0.1%
4979.75
50
<0.1%
4958.75
50
<0.1%
6812.04
50
<0.1%
4957.0
50
<0.1%
4978.0
50
<0.1%
11639.67
45
<0.1%
11439.62
40
<0.1%
3219.93
40
<0.1%
7025.11
40
<0.1%
SMALLEST VALUES

0.0
43,935
57.2%
1963.71
20
<0.1%
1974.5
5
<0.1%
1984.06
10
<0.1%
1984.75
5
<0.1%
1987.51
10
<0.1%
2002.91
5
<0.1%
2045.21
5
<0.1%
2079.76
5
<0.1%
2102.97
10
<0.1%
2109.36
5
<0.1%
2112.29
5
<0.1%
2114.5
5
<0.1%
2125.47
5
<0.1%
2133.67
5
<0.1%
LARGEST VALUES

11639.67
45
<0.1%
11439.62
40
<0.1%
11039.17
10
<0.1%
10775.31
5
<0.1%
10773.12
10
<0.1%
10443.19
10
<0.1%
10377.24
10
<0.1%
10372.83
15
<0.1%
10371.79
10
<0.1%
10324.54
5
<0.1%
10324.09
5
<0.1%
10324.03
15
<0.1%
10322.28
5
<0.1%
10320.22
5
<0.1%
10318.66
10
<0.1%
std_days_after_end
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

std_days_before_start
1.00
log_total_views
0.95
min_days_before_start
-0.94
min_days_after_end
-0.94
avg_days_before_start
-0.86
avg_days_after_end
-0.86
percent_modules_viewed_interacciones_de_estudiantes
0.86
percent_students_viewed
0.85
num_students_viewed
0.83
percent_modules_out_of_date
0.82
percent_students_interacted
0.79
percent_modules_viewed
0.79
log_total_interactions
0.78
num_students_interacted
0.77

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.68
intensidad
0.54
students_viewed_least_module
0.51
teacher_año_inicio_ficc
0.36
teacher_edukrea_user_id_x
0.35
nivel_educativo
0.33
teacher_nivel_educativo
0.33
teacher_nivel_educativo_num
0.33
teacher_nivel_educativo_percentil
0.33
years_experience_ficc
0.32
teacher_years_experience_ficc
0.32
teacher_experiencia_ficc_percentil
0.32
teacher_edukrea_user_id_y
0.29
median_interactions_per_student
0.28
MOST FREQUENT VALUES

0.0
43,935
57.2%
4940.25
110
0.1%
8234.78
90
0.1%
5032.25
65
<0.1%
5349.77
60
<0.1%
4950.0
60
<0.1%
4979.75
50
<0.1%
4981.5
50
<0.1%
6814.41
50
<0.1%
4958.75
50
<0.1%
4960.5
50
<0.1%
11643.71
45
<0.1%
3221.07
40
<0.1%
7027.58
40
<0.1%
11443.66
40
<0.1%
SMALLEST VALUES

0.0
43,935
57.2%
1964.39
20
<0.1%
1975.18
5
<0.1%
1984.75
10
<0.1%
1985.44
5
<0.1%
1988.2
10
<0.1%
2003.61
5
<0.1%
2045.92
5
<0.1%
2080.48
5
<0.1%
2103.7
10
<0.1%
2110.09
5
<0.1%
2113.03
5
<0.1%
2115.23
5
<0.1%
2126.21
5
<0.1%
2134.41
5
<0.1%
LARGEST VALUES

11643.71
45
<0.1%
11443.66
40
<0.1%
11043.0
10
<0.1%
10779.05
5
<0.1%
10776.87
10
<0.1%
10446.85
10
<0.1%
10380.88
10
<0.1%
10376.46
15
<0.1%
10375.42
10
<0.1%
10328.16
5
<0.1%
10327.7
5
<0.1%
10327.68
15
<0.1%
10325.89
5
<0.1%
10323.81
5
<0.1%
10322.28
10
<0.1%
min_days_before_start
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

min_days_after_end
1.00
std_days_before_start
-0.94
std_days_after_end
-0.94
log_total_views
-0.87
percent_students_viewed
-0.83
num_students_viewed
-0.80
percent_students_interacted
-0.73
percent_modules_out_of_date
-0.72
avg_days_before_start
0.72
avg_days_after_end
0.72
percent_modules_viewed_interacciones_de_estudiantes
-0.72
num_students_interacted
-0.70
percent_modules_viewed
-0.69
std_views_per_module
-0.67

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.63
intensidad
0.52
students_viewed_least_module
0.52
teacher_año_inicio_ficc
0.34
nivel_educativo
0.32
teacher_nivel_educativo
0.32
teacher_nivel_educativo_num
0.32
teacher_nivel_educativo_percentil
0.32
teacher_edukrea_user_id_x
0.31
years_experience_ficc
0.31
teacher_years_experience_ficc
0.31
teacher_experiencia_ficc_percentil
0.31
teacher_edukrea_user_id_y
0.27
median_interactions_per_student
0.24
MOST FREQUENT VALUES

0.0
43,935
57.2%
-19961.0
4,045
5.3%
-19814.0
4,015
5.2%
-19877.0
3,355
4.4%
-20171.0
2,600
3.4%
-20031.0
1,750
2.3%
-20024.0
1,605
2.1%
-20164.0
1,515
2.0%
-19870.0
1,125
1.5%
-19954.0
1,005
1.3%
-20017.0
870
1.1%
-20157.0
810
1.1%
-19800.0
705
0.9%
-20010.0
680
0.9%
-19996.0
610
0.8%
SMALLEST VALUES

-20171.0
2,600
3.4%
-20164.0
1,515
2.0%
-20157.0
810
1.1%
-20150.0
540
0.7%
-20143.0
280
0.4%
-20136.0
275
0.4%
-20129.0
175
0.2%
-20122.0
190
0.2%
-20031.0
1,750
2.3%
-20024.0
1,605
2.1%
-20017.0
870
1.1%
-20010.0
680
0.9%
-19996.0
610
0.8%
-19989.0
320
0.4%
-19982.0
390
0.5%
LARGEST VALUES

0.0
43,935
57.2%
-19754.0
280
0.4%
-19765.0
445
0.6%
-19772.0
210
0.3%
-19779.0
370
0.5%
-19786.0
380
0.5%
-19793.0
365
0.5%
-19800.0
705
0.9%
-19814.0
4,015
5.2%
-19828.0
200
0.3%
-19835.0
310
0.4%
-19842.0
200
0.3%
-19849.0
290
0.4%
-19856.0
425
0.6%
-19863.0
505
0.7%
min_days_after_end
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

min_days_before_start
1.00
std_days_before_start
-0.94
std_days_after_end
-0.94
log_total_views
-0.87
percent_students_viewed
-0.83
num_students_viewed
-0.80
percent_students_interacted
-0.73
percent_modules_out_of_date
-0.72
avg_days_before_start
0.72
avg_days_after_end
0.72
percent_modules_viewed_interacciones_de_estudiantes
-0.72
num_students_interacted
-0.70
percent_modules_viewed
-0.69
std_views_per_module
-0.67

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.63
intensidad
0.52
students_viewed_least_module
0.52
teacher_año_inicio_ficc
0.34
nivel_educativo
0.32
teacher_nivel_educativo
0.32
teacher_nivel_educativo_num
0.32
teacher_nivel_educativo_percentil
0.32
teacher_edukrea_user_id_x
0.31
years_experience_ficc
0.31
teacher_years_experience_ficc
0.31
teacher_experiencia_ficc_percentil
0.31
teacher_edukrea_user_id_y
0.27
median_interactions_per_student
0.24
MOST FREQUENT VALUES

0.0
43,935
57.2%
-19968.0
4,045
5.3%
-19821.0
4,015
5.2%
-19884.0
3,355
4.4%
-20178.0
2,600
3.4%
-20038.0
1,750
2.3%
-20031.0
1,605
2.1%
-20171.0
1,515
2.0%
-19877.0
1,125
1.5%
-19961.0
1,005
1.3%
-20024.0
870
1.1%
-20164.0
810
1.1%
-19807.0
705
0.9%
-20017.0
680
0.9%
-20003.0
610
0.8%
SMALLEST VALUES

-20178.0
2,600
3.4%
-20171.0
1,515
2.0%
-20164.0
810
1.1%
-20157.0
540
0.7%
-20150.0
280
0.4%
-20143.0
275
0.4%
-20136.0
175
0.2%
-20129.0
190
0.2%
-20038.0
1,750
2.3%
-20031.0
1,605
2.1%
-20024.0
870
1.1%
-20017.0
680
0.9%
-20003.0
610
0.8%
-19996.0
320
0.4%
-19989.0
390
0.5%
LARGEST VALUES

0.0
43,935
57.2%
-19761.0
280
0.4%
-19772.0
445
0.6%
-19779.0
210
0.3%
-19786.0
370
0.5%
-19793.0
380
0.5%
-19800.0
365
0.5%
-19807.0
705
0.9%
-19821.0
4,015
5.2%
-19835.0
200
0.3%
-19842.0
310
0.4%
-19849.0
200
0.3%
-19856.0
290
0.4%
-19863.0
425
0.6%
-19870.0
505
0.7%
max_days_after_end
MISSING:
---
TOP CATEGORIES

0.0
76,835
100%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
max_days_after_end
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
median_interactions_per_module
0.00
nee
0.00
país_origen
0.00
medio_transporte
0.00

THESE FEATURES
GIVE INFORMATION
ON max_days_after_end:

year
1.00
sede
1.00
año_ingreso
1.00
antigüedad
1.00
género
1.00
demuestra_confianza
1.00
país_origen
1.00
estrato
1.00
tipo_vivienda
1.00
zona_vivienda
1.00
interés_estudios_superiores
1.00
medio_transporte
1.00
apoyo_familiar
1.00
total_hermanos
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
max_days_after_end
CORRELATION RATIO WITH...

moodle_user_id
0.00
edukrea_user_id
0.00
id_grado
0.00
horas_semana_estudio_casa
0.00
id_asignatura
0.00
resultado
0.00
edad_estudiante
0.00
count_login
0.00
max_inactividad
0.00
count_login_mon
0.00
count_login_tue
0.00
count_login_wed
0.00
count_login_thu
0.00
count_login_fri
0.00
max_days_before_start
MISSING:
---
TOP CATEGORIES

0.0
76,835
100%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
max_days_before_start
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
median_interactions_per_module
0.00
nee
0.00
país_origen
0.00
medio_transporte
0.00

THESE FEATURES
GIVE INFORMATION
ON max_days_before_start:

year
1.00
sede
1.00
año_ingreso
1.00
antigüedad
1.00
género
1.00
demuestra_confianza
1.00
país_origen
1.00
estrato
1.00
tipo_vivienda
1.00
zona_vivienda
1.00
interés_estudios_superiores
1.00
medio_transporte
1.00
apoyo_familiar
1.00
total_hermanos
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
max_days_before_start
CORRELATION RATIO WITH...

moodle_user_id
0.00
edukrea_user_id
0.00
id_grado
0.00
horas_semana_estudio_casa
0.00
id_asignatura
0.00
resultado
0.00
edad_estudiante
0.00
count_login
0.00
max_inactividad
0.00
count_login_mon
0.00
count_login_tue
0.00
count_login_wed
0.00
count_login_thu
0.00
count_login_fri
0.00
median_days_before_start
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

median_days_after_end
1.00
median_views_per_module
-0.89
avg_days_after_end
0.74
avg_days_before_start
0.74
percent_modules_viewed_interacciones_de_estudiantes
-0.74
modules_viewed
-0.73
total_views
-0.71
avg_views_per_module
-0.71
iqr_views
-0.71
percent_modules_participated
-0.68
modules_participated
-0.64
log_total_interactions
-0.55
log_total_views
-0.54
std_views_per_module
-0.53

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.37
students_viewed_least_module
0.31
intensidad
0.26
median_interactions_per_student
0.22
teacher_año_inicio_ficc
0.21
median_interactions_per_module
0.20
years_experience_ficc
0.19
teacher_years_experience_ficc
0.19
teacher_experiencia_ficc_percentil
0.19
teacher_edukrea_user_id_x
0.17
nivel_educativo
0.15
teacher_nivel_educativo
0.15
teacher_nivel_educativo_num
0.15
teacher_nivel_educativo_percentil
0.15
MOST FREQUENT VALUES

0.0
70,895
92.3%
-19754.0
490
0.6%
-19765.0
465
0.6%
-19828.0
415
0.5%
-19912.0
385
0.5%
-19772.0
380
0.5%
-19919.0
380
0.5%
-19835.0
375
0.5%
-19926.0
330
0.4%
-20122.0
330
0.4%
-20129.0
275
0.4%
-19842.0
225
0.3%
-19975.0
210
0.3%
-19982.0
205
0.3%
-20136.0
180
0.2%
SMALLEST VALUES

-20150.0
15
<0.1%
-20143.0
5
<0.1%
-20136.0
180
0.2%
-20129.0
275
0.4%
-20125.5
15
<0.1%
-20122.0
330
0.4%
-19996.0
30
<0.1%
-19989.0
65
<0.1%
-19985.5
5
<0.1%
-19982.0
205
0.3%
-19978.5
30
<0.1%
-19975.0
210
0.3%
-19940.0
5
<0.1%
-19933.0
125
0.2%
-19929.5
10
<0.1%
LARGEST VALUES

0.0
70,895
92.3%
-9877.0
70
<0.1%
-9886.0
5
<0.1%
-9914.0
65
<0.1%
-9917.5
15
<0.1%
-9956.0
75
<0.1%
-9959.5
5
<0.1%
-9963.0
5
<0.1%
-9987.5
95
0.1%
-9991.0
5
<0.1%
-10061.0
45
<0.1%
-10064.5
5
<0.1%
-10078.5
45
<0.1%
-19754.0
490
0.6%
-19759.5
45
<0.1%
median_days_after_end
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

median_days_before_start
1.00
median_views_per_module
-0.89
avg_days_after_end
0.74
avg_days_before_start
0.74
percent_modules_viewed_interacciones_de_estudiantes
-0.74
modules_viewed
-0.73
total_views
-0.71
avg_views_per_module
-0.71
iqr_views
-0.71
percent_modules_participated
-0.68
modules_participated
-0.64
log_total_interactions
-0.55
log_total_views
-0.54
std_views_per_module
-0.53

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.37
students_viewed_least_module
0.31
intensidad
0.26
median_interactions_per_student
0.22
teacher_año_inicio_ficc
0.21
median_interactions_per_module
0.20
years_experience_ficc
0.19
teacher_years_experience_ficc
0.19
teacher_experiencia_ficc_percentil
0.19
teacher_edukrea_user_id_x
0.17
nivel_educativo
0.15
teacher_nivel_educativo
0.15
teacher_nivel_educativo_num
0.15
teacher_nivel_educativo_percentil
0.15
MOST FREQUENT VALUES

0.0
70,895
92.3%
-19761.0
490
0.6%
-19772.0
465
0.6%
-19835.0
415
0.5%
-19919.0
385
0.5%
-19779.0
380
0.5%
-19926.0
380
0.5%
-19842.0
375
0.5%
-19933.0
330
0.4%
-20129.0
330
0.4%
-20136.0
275
0.4%
-19849.0
225
0.3%
-19982.0
210
0.3%
-19989.0
205
0.3%
-20143.0
180
0.2%
SMALLEST VALUES

-20157.0
15
<0.1%
-20150.0
5
<0.1%
-20143.0
180
0.2%
-20136.0
275
0.4%
-20132.5
15
<0.1%
-20129.0
330
0.4%
-20003.0
30
<0.1%
-19996.0
65
<0.1%
-19992.5
5
<0.1%
-19989.0
205
0.3%
-19985.5
30
<0.1%
-19982.0
210
0.3%
-19947.0
5
<0.1%
-19940.0
125
0.2%
-19936.5
10
<0.1%
LARGEST VALUES

0.0
70,895
92.3%
-9880.5
70
<0.1%
-9889.5
5
<0.1%
-9917.5
65
<0.1%
-9921.0
15
<0.1%
-9959.5
75
<0.1%
-9963.0
5
<0.1%
-9966.5
5
<0.1%
-9991.0
95
0.1%
-9994.5
5
<0.1%
-10064.5
45
<0.1%
-10068.0
5
<0.1%
-10082.0
45
<0.1%
-19761.0
490
0.6%
-19766.5
45
<0.1%
on_time_rate
MISSING:
---
TOP CATEGORIES

0.0
76,835
100%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
on_time_rate
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
median_interactions_per_module
0.00
nee
0.00
país_origen
0.00
medio_transporte
0.00

THESE FEATURES
GIVE INFORMATION
ON on_time_rate:

year
1.00
sede
1.00
año_ingreso
1.00
antigüedad
1.00
género
1.00
demuestra_confianza
1.00
país_origen
1.00
estrato
1.00
tipo_vivienda
1.00
zona_vivienda
1.00
interés_estudios_superiores
1.00
medio_transporte
1.00
apoyo_familiar
1.00
total_hermanos
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
on_time_rate
CORRELATION RATIO WITH...

moodle_user_id
0.00
edukrea_user_id
0.00
id_grado
0.00
horas_semana_estudio_casa
0.00
id_asignatura
0.00
resultado
0.00
edad_estudiante
0.00
count_login
0.00
max_inactividad
0.00
count_login_mon
0.00
count_login_tue
0.00
count_login_wed
0.00
count_login_thu
0.00
count_login_fri
0.00
late_rate
MISSING:
---
TOP CATEGORIES

1.0
76,835
100%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
late_rate
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
median_interactions_per_module
0.00
nee
0.00
país_origen
0.00
medio_transporte
0.00

THESE FEATURES
GIVE INFORMATION
ON late_rate:

year
1.00
sede
1.00
año_ingreso
1.00
antigüedad
1.00
género
1.00
demuestra_confianza
1.00
país_origen
1.00
estrato
1.00
tipo_vivienda
1.00
zona_vivienda
1.00
interés_estudios_superiores
1.00
medio_transporte
1.00
apoyo_familiar
1.00
total_hermanos
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
late_rate
CORRELATION RATIO WITH...

moodle_user_id
0.00
edukrea_user_id
0.00
id_grado
0.00
horas_semana_estudio_casa
0.00
id_asignatura
0.00
resultado
0.00
edad_estudiante
0.00
count_login
0.00
max_inactividad
0.00
count_login_mon
0.00
count_login_tue
0.00
count_login_wed
0.00
count_login_thu
0.00
count_login_fri
0.00
early_access_count
MISSING:
---
TOP CATEGORIES

0
76,835
100%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
early_access_count
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
late_access_count
1.00
mid_week_engagement
1.00
median_interactions_per_module
0.00
nee
0.00
país_origen
0.00
medio_transporte
0.00

THESE FEATURES
GIVE INFORMATION
ON early_access_count:

year
1.00
sede
1.00
año_ingreso
1.00
antigüedad
1.00
género
1.00
demuestra_confianza
1.00
país_origen
1.00
estrato
1.00
tipo_vivienda
1.00
zona_vivienda
1.00
interés_estudios_superiores
1.00
medio_transporte
1.00
apoyo_familiar
1.00
total_hermanos
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
early_access_count
CORRELATION RATIO WITH...

moodle_user_id
0.00
edukrea_user_id
0.00
id_grado
0.00
horas_semana_estudio_casa
0.00
id_asignatura
0.00
resultado
0.00
edad_estudiante
0.00
count_login
0.00
max_inactividad
0.00
count_login_mon
0.00
count_login_tue
0.00
count_login_wed
0.00
count_login_thu
0.00
count_login_fri
0.00
late_access_count
MISSING:
---
TOP CATEGORIES

0
76,835
100%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
late_access_count
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
mid_week_engagement
1.00
median_interactions_per_module
0.00
nee
0.00
país_origen
0.00
medio_transporte
0.00

THESE FEATURES
GIVE INFORMATION
ON late_access_count:

year
1.00
sede
1.00
año_ingreso
1.00
antigüedad
1.00
género
1.00
demuestra_confianza
1.00
país_origen
1.00
estrato
1.00
tipo_vivienda
1.00
zona_vivienda
1.00
interés_estudios_superiores
1.00
medio_transporte
1.00
apoyo_familiar
1.00
total_hermanos
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
late_access_count
CORRELATION RATIO WITH...

moodle_user_id
0.00
edukrea_user_id
0.00
id_grado
0.00
horas_semana_estudio_casa
0.00
id_asignatura
0.00
resultado
0.00
edad_estudiante
0.00
count_login
0.00
max_inactividad
0.00
count_login_mon
0.00
count_login_tue
0.00
count_login_wed
0.00
count_login_thu
0.00
count_login_fri
0.00
iqr_views
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

avg_views_per_module
0.92
total_views
0.87
percent_modules_viewed_interacciones_de_estudiantes
0.86
avg_days_after_end
-0.86
avg_days_before_start
-0.86
modules_viewed
0.81
std_views_per_module
0.76
log_total_views
0.74
percent_modules_participated
0.74
median_views_per_module
0.74
log_total_interactions
0.72
median_days_after_end
-0.71
median_days_before_start
-0.71
percent_modules_out_of_date
0.70

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.54
intensidad
0.37
students_viewed_least_module
0.37
teacher_edukrea_user_id_x
0.28
teacher_año_inicio_ficc
0.28
years_experience_ficc
0.25
teacher_years_experience_ficc
0.25
teacher_experiencia_ficc_percentil
0.25
median_interactions_per_student
0.24
teacher_edukrea_user_id_y
0.24
nivel_educativo
0.23
teacher_nivel_educativo
0.23
teacher_nivel_educativo_num
0.23
teacher_nivel_educativo_percentil
0.23
MOST FREQUENT VALUES

0.0
60,705
79.0%
1.0
6,880
9.0%
2.0
5,435
7.1%
3.0
870
1.1%
4.0
395
0.5%
0.25
365
0.5%
1.25
320
0.4%
0.75
290
0.4%
1.75
265
0.3%
1.5
240
0.3%
0.5
230
0.3%
2.75
150
0.2%
5.0
125
0.2%
2.5
90
0.1%
3.75
85
0.1%
SMALLEST VALUES

0.0
60,705
79.0%
0.25
365
0.5%
0.5
230
0.3%
0.75
290
0.4%
1.0
6,880
9.0%
1.25
320
0.4%
1.5
240
0.3%
1.75
265
0.3%
2.0
5,435
7.1%
2.25
80
0.1%
2.5
90
0.1%
2.75
150
0.2%
3.0
870
1.1%
3.25
50
<0.1%
3.5
70
<0.1%
LARGEST VALUES

9.0
15
<0.1%
8.75
5
<0.1%
8.0
5
<0.1%
7.25
5
<0.1%
7.0
5
<0.1%
6.75
5
<0.1%
6.5
15
<0.1%
6.25
5
<0.1%
6.0
40
<0.1%
5.75
5
<0.1%
5.5
10
<0.1%
5.25
25
<0.1%
5.0
125
0.2%
4.75
15
<0.1%
4.5
25
<0.1%
skew_views
MISSING:
43,935
(57%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

kurtosis_views
0.96
std_days_before_start
-0.69
std_days_after_end
-0.69
avg_days_before_start
0.56
avg_days_after_end
0.56
percent_modules_viewed_interacciones_de_estudiantes
-0.56
iqr_views
-0.44
log_total_views
-0.40
modules_viewed
-0.40
edukrea_user_id
0.37
avg_views_per_module
-0.36
percent_modules_out_of_date
-0.33
median_days_before_start
0.30
median_days_after_end
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.52
intensidad
0.44
students_viewed_least_module
0.42
teacher_año_inicio_ficc
0.27
nivel_educativo
0.26
teacher_nivel_educativo
0.26
teacher_nivel_educativo_num
0.26
teacher_nivel_educativo_percentil
0.26
years_experience_ficc
0.25
teacher_years_experience_ficc
0.25
teacher_experiencia_ficc_percentil
0.25
teacher_edukrea_user_id_x
0.22
teacher_edukrea_user_id_y
0.20
median_interactions_per_student
0.18
MOST FREQUENT VALUES

3.6148
1,035
3.1%
3.3282
245
0.7%
3.75
210
0.6%
2.2678
205
0.6%
4.1295
190
0.6%
3.8806
175
0.5%
4.2485
170
0.5%
1.7889
130
0.4%
4.0069
130
0.4%
5.9184
100
0.3%
5.8333
90
0.3%
3.4744
85
0.3%
5.5705
85
0.3%
4.3644
80
0.2%
6.247
80
0.2%
SMALLEST VALUES

-0.457
5
<0.1%
-0.0752
5
<0.1%
-0.0469
5
<0.1%
-0.0274
5
<0.1%
0.0
15
<0.1%
0.1183
5
<0.1%
0.1316
5
<0.1%
0.1897
5
<0.1%
0.2214
5
<0.1%
0.2318
5
<0.1%
0.252
5
<0.1%
0.276
5
<0.1%
0.2798
5
<0.1%
0.2887
5
<0.1%
0.3143
5
<0.1%
LARGEST VALUES

10.1
20
<0.1%
10.0504
5
<0.1%
10.0005
25
<0.1%
9.9
5
<0.1%
9.6959
5
<0.1%
9.54
5
<0.1%
9.5006
5
<0.1%
9.4346
10
<0.1%
9.3814
15
<0.1%
9.328
5
<0.1%
9.2742
25
<0.1%
9.0049
5
<0.1%
8.9108
5
<0.1%
8.8889
25
<0.1%
8.7757
10
<0.1%
kurtosis_views
MISSING:
43,935
(57%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

skew_views
0.96
std_days_after_end
-0.58
std_days_before_start
-0.58
percent_modules_viewed_interacciones_de_estudiantes
-0.42
avg_days_before_start
0.42
avg_days_after_end
0.42
edukrea_user_id
0.32
iqr_views
-0.32
log_total_views
-0.29
modules_viewed
-0.27
activity_percentile
-0.27
avg_views_per_module
-0.26
count_content
0.25
count_login
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.41
intensidad
0.34
students_viewed_least_module
0.29
teacher_año_inicio_ficc
0.20
nivel_educativo
0.18
teacher_nivel_educativo
0.18
teacher_nivel_educativo_num
0.18
teacher_nivel_educativo_percentil
0.18
years_experience_ficc
0.17
teacher_years_experience_ficc
0.17
teacher_experiencia_ficc_percentil
0.17
teacher_edukrea_user_id_x
0.15
median_interactions_per_student
0.15
teacher_edukrea_user_id_y
0.14
MOST FREQUENT VALUES

11.0667
1,035
3.1%
9.0769
245
0.7%
12.0625
210
0.6%
3.1429
200
0.6%
15.0526
185
0.6%
13.0588
175
0.5%
16.05
170
0.5%
14.0556
130
0.4%
1.2
130
0.4%
33.027
100
0.3%
32.0278
90
0.3%
29.0303
85
0.3%
10.0714
85
0.3%
17.0476
80
0.2%
-0.6667
80
0.2%
SMALLEST VALUES

-2.0
10
<0.1%
-1.9365
5
<0.1%
-1.9167
5
<0.1%
-1.8333
5
<0.1%
-1.8237
5
<0.1%
-1.8
5
<0.1%
-1.7333
5
<0.1%
-1.7115
5
<0.1%
-1.6444
5
<0.1%
-1.6136
5
<0.1%
-1.5926
5
<0.1%
-1.5764
5
<0.1%
-1.5
60
0.2%
-1.4728
10
<0.1%
-1.4232
5
<0.1%
LARGEST VALUES

100.0096
20
<0.1%
99.0097
5
<0.1%
98.0098
25
<0.1%
96.01
5
<0.1%
92.0104
5
<0.1%
91.1482
5
<0.1%
89.0108
5
<0.1%
87.011
10
<0.1%
86.0111
15
<0.1%
85.0112
5
<0.1%
84.0114
25
<0.1%
82.6855
5
<0.1%
80.5622
5
<0.1%
77.0123
25
<0.1%
75.0127
10
<0.1%
relative_views_percentile
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

zscore_views
0.88
relative_interaction_percentile
0.55
zscore_interactions
0.51
avg_views_per_module
0.44
std_views_per_module
0.42
percent_modules_viewed_interacciones_de_estudiantes
0.42
avg_days_before_start
-0.42
avg_days_after_end
-0.42
iqr_views
0.40
std_days_after_end
0.39
std_days_before_start
0.39
total_views
0.38
min_days_after_end
-0.37
min_days_before_start
-0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

proyección_vocacional
0.09
median_interactions_per_module
0.09
demuestra_confianza
0.09
participación_clase
0.09
dia_preferido
0.07
total_hermanos
0.07
tipo_vivienda
0.07
nivel
0.07
estrato
0.07
actividades_extracurriculares
0.07
jornada_preferida
0.06
familia
0.06
medio_transporte
0.06
año_ingreso
0.05
MOST FREQUENT VALUES

50.0
11,155
14.5%
52.94
5,250
6.8%
100.0
3,710
4.8%
52.27
3,160
4.1%
53.12
2,165
2.8%
53.33
2,035
2.6%
53.85
1,715
2.2%
46.67
1,480
1.9%
44.12
1,250
1.6%
47.06
1,155
1.5%
54.17
955
1.2%
46.88
935
1.2%
43.75
850
1.1%
52.38
850
1.1%
52.5
800
1.0%
SMALLEST VALUES

4.17
15
<0.1%
4.55
100
0.1%
4.76
35
<0.1%
5.0
60
<0.1%
5.56
55
<0.1%
5.88
175
0.2%
6.25
130
0.2%
6.67
120
0.2%
6.82
40
<0.1%
7.14
20
<0.1%
7.5
5
<0.1%
7.69
105
0.1%
8.33
55
<0.1%
8.82
70
<0.1%
9.09
150
0.2%
LARGEST VALUES

100.0
3,710
4.8%
97.73
40
<0.1%
97.5
40
<0.1%
97.22
10
<0.1%
97.06
105
0.1%
96.88
40
<0.1%
96.67
95
0.1%
96.15
40
<0.1%
95.83
20
<0.1%
95.45
235
0.3%
95.24
55
<0.1%
95.0
140
0.2%
94.44
205
0.3%
94.12
590
0.8%
93.75
450
0.6%
relative_interaction_percentile
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

zscore_interactions
0.90
relative_views_percentile
0.55
zscore_views
0.45
percent_modules_participated
0.41
log_total_interactions
0.38
iqr_views
0.37
modules_participated
0.36
avg_views_per_module
0.36
avg_interactions_per_module
0.36
avg_days_before_start
-0.34
avg_days_after_end
-0.34
percent_modules_viewed_interacciones_de_estudiantes
0.34
total_views
0.34
median_days_before_start
-0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

median_interactions_per_module
0.12
demuestra_confianza
0.10
participación_clase
0.08
nivel
0.08
familia
0.07
actividades_extracurriculares
0.07
proyección_vocacional
0.07
nivel_motivación
0.06
estrato
0.06
tipo_vivienda
0.06
total_hermanos
0.06
dia_preferido
0.05
interés_estudios_superiores
0.05
teacher_nombre
0.04
MOST FREQUENT VALUES

52.94
10,885
14.2%
53.12
7,165
9.3%
52.27
6,285
8.2%
53.33
5,965
7.8%
52.78
3,380
4.4%
52.5
2,960
3.9%
53.85
2,765
3.6%
50.0
2,380
3.1%
100.0
1,875
2.4%
54.17
1,820
2.4%
52.38
1,570
2.0%
55.0
1,195
1.6%
57.14
980
1.3%
52.08
960
1.2%
53.57
700
0.9%
SMALLEST VALUES

4.17
15
<0.1%
4.55
60
<0.1%
4.76
35
<0.1%
5.0
35
<0.1%
5.56
25
<0.1%
5.88
95
0.1%
6.25
90
0.1%
6.67
70
<0.1%
6.82
65
<0.1%
7.14
15
<0.1%
7.5
50
<0.1%
7.69
45
<0.1%
8.33
50
<0.1%
8.82
90
0.1%
9.09
110
0.1%
LARGEST VALUES

100.0
1,875
2.4%
97.73
40
<0.1%
97.62
10
<0.1%
97.5
15
<0.1%
97.06
55
<0.1%
96.88
30
<0.1%
96.67
20
<0.1%
96.43
10
<0.1%
96.15
10
<0.1%
95.83
30
<0.1%
95.45
155
0.2%
95.24
40
<0.1%
95.0
105
0.1%
94.44
110
0.1%
94.12
315
0.4%
zscore_views
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

relative_views_percentile
0.88
zscore_interactions
0.48
relative_interaction_percentile
0.45
avg_views_per_module
0.43
std_views_per_module
0.40
percent_modules_viewed_interacciones_de_estudiantes
0.39
avg_days_before_start
-0.39
avg_days_after_end
-0.39
iqr_views
0.38
total_views
0.36
std_days_after_end
0.36
std_days_before_start
0.36
min_days_after_end
-0.35
min_days_before_start
-0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

median_interactions_per_module
0.09
proyección_vocacional
0.08
total_hermanos
0.08
dia_preferido
0.07
demuestra_confianza
0.07
jornada_preferida
0.06
participación_clase
0.06
tipo_vivienda
0.06
actividades_extracurriculares
0.06
estrato
0.06
año_ingreso
0.05
medio_transporte
0.05
nivel
0.05
familia
0.05
MOST FREQUENT VALUES

0.0
18,475
24.0%
-0.25
1,735
2.3%
-0.2425
1,395
1.8%
-0.2132
1,345
1.8%
-0.2582
1,300
1.7%
-0.2236
825
1.1%
-0.2357
820
1.1%
-0.2774
725
0.9%
-0.2041
460
0.6%
-0.378
455
0.6%
-0.2182
390
0.5%
-0.3542
380
0.5%
-0.3789
360
0.5%
-0.4491
340
0.4%
-0.3338
290
0.4%
SMALLEST VALUES

-2.2646
5
<0.1%
-2.2623
5
<0.1%
-2.2141
5
<0.1%
-2.1712
5
<0.1%
-2.1027
5
<0.1%
-2.0668
5
<0.1%
-2.0296
5
<0.1%
-2.0185
5
<0.1%
-1.9633
5
<0.1%
-1.951
5
<0.1%
-1.9491
5
<0.1%
-1.9391
5
<0.1%
-1.9237
5
<0.1%
-1.92
5
<0.1%
-1.9114
5
<0.1%
LARGEST VALUES

4.6949
20
<0.1%
4.4772
65
<0.1%
4.3758
5
<0.1%
4.3644
20
<0.1%
4.3041
5
<0.1%
4.2485
45
<0.1%
4.2301
5
<0.1%
4.2247
5
<0.1%
4.1197
5
<0.1%
4.1188
5
<0.1%
4.082
5
<0.1%
4.0816
5
<0.1%
4.0069
50
<0.1%
4.004
5
<0.1%
3.9757
5
<0.1%
zscore_interactions
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

relative_interaction_percentile
0.90
relative_views_percentile
0.51
zscore_views
0.48
percent_modules_participated
0.41
avg_interactions_per_module
0.38
iqr_views
0.37
avg_views_per_module
0.37
log_total_interactions
0.36
modules_participated
0.35
median_views_per_module
0.35
median_days_before_start
-0.35
median_days_after_end
-0.35
total_views
0.34
avg_days_before_start
-0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

median_interactions_per_module
0.14
demuestra_confianza
0.08
nivel
0.07
participación_clase
0.06
proyección_vocacional
0.06
estrato
0.06
total_hermanos
0.06
nivel_motivación
0.06
tipo_vivienda
0.05
actividades_extracurriculares
0.05
dia_preferido
0.05
familia
0.04
jornada_preferida
0.04
país_origen
0.03
MOST FREQUENT VALUES

0.0
46,555
60.6%
-0.2582
545
0.7%
-0.2425
480
0.6%
-0.378
180
0.2%
-0.3542
150
0.2%
-0.25
140
0.2%
-0.2889
135
0.2%
-0.366
135
0.2%
-0.2887
115
0.1%
-0.3127
105
0.1%
-0.3626
105
0.1%
-0.2989
100
0.1%
-0.4959
100
0.1%
-0.309
95
0.1%
-0.2736
95
0.1%
SMALLEST VALUES

-2.5298
5
<0.1%
-2.3797
5
<0.1%
-2.3774
5
<0.1%
-2.0954
5
<0.1%
-2.0258
5
<0.1%
-1.9691
5
<0.1%
-1.9631
5
<0.1%
-1.9297
5
<0.1%
-1.8949
5
<0.1%
-1.8616
5
<0.1%
-1.8452
10
<0.1%
-1.832
5
<0.1%
-1.8279
5
<0.1%
-1.8058
5
<0.1%
-1.774
5
<0.1%
LARGEST VALUES

4.2485
5
<0.1%
4.2411
5
<0.1%
4.0114
5
<0.1%
4.0069
5
<0.1%
3.9373
5
<0.1%
3.8984
5
<0.1%
3.8806
40
<0.1%
3.8781
5
<0.1%
3.8104
5
<0.1%
3.8036
10
<0.1%
3.786
5
<0.1%
3.75
10
<0.1%
3.7388
5
<0.1%
3.7377
5
<0.1%
3.721
5
<0.1%
mid_week_engagement
MISSING:
---
TOP CATEGORIES

0.0
76,835
100%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mid_week_engagement
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
median_interactions_per_module
0.00
nee
0.00
país_origen
0.00
medio_transporte
0.00

THESE FEATURES
GIVE INFORMATION
ON mid_week_engagement:

year
1.00
sede
1.00
año_ingreso
1.00
antigüedad
1.00
género
1.00
demuestra_confianza
1.00
país_origen
1.00
estrato
1.00
tipo_vivienda
1.00
zona_vivienda
1.00
interés_estudios_superiores
1.00
medio_transporte
1.00
apoyo_familiar
1.00
total_hermanos
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mid_week_engagement
CORRELATION RATIO WITH...

moodle_user_id
0.00
edukrea_user_id
0.00
id_grado
0.00
horas_semana_estudio_casa
0.00
id_asignatura
0.00
resultado
0.00
edad_estudiante
0.00
count_login
0.00
max_inactividad
0.00
count_login_mon
0.00
count_login_tue
0.00
count_login_wed
0.00
count_login_thu
0.00
count_login_fri
0.00
teacher_id_docente
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

id_docente
1.00
teacher_moodle_user_id_y
0.41
teacher_moodle_user_id_x
0.41
edukrea_user_id
0.38
max_days_since_creation
-0.29
age
-0.24
teacher_age
-0.24
num_students_interacted
-0.23
percent_collaboration
-0.23
percent_students_interacted
-0.22
count_collaboration
-0.22
teacher_año_nacimiento
0.22
teacher_experiencia_nivel_ficc
-0.22
total_hours
-0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
1.00
teacher_año_inicio_ficc
0.84
years_experience_ficc
0.78
teacher_years_experience_ficc
0.78
teacher_experiencia_ficc_percentil
0.78
teacher_edukrea_user_id_x
0.72
teacher_edukrea_user_id_y
0.65
nivel_educativo
0.49
teacher_nivel_educativo
0.49
teacher_nivel_educativo_num
0.49
teacher_nivel_educativo_percentil
0.49
total_subjects
0.38
teacher_total_subjects
0.38
sede
0.34
MOST FREQUENT VALUES

1
5,560
7.2%
38
5,360
7.0%
7
4,430
5.8%
26
4,415
5.7%
4
4,210
5.5%
34
3,685
4.8%
8
3,470
4.5%
19
3,440
4.5%
22
3,235
4.2%
31
3,105
4.0%
6
3,000
3.9%
9
2,765
3.6%
35
2,730
3.6%
10
2,590
3.4%
24
2,540
3.3%
SMALLEST VALUES

1
5,560
7.2%
2
220
0.3%
3
2,465
3.2%
4
4,210
5.5%
5
1,935
2.5%
6
3,000
3.9%
7
4,430
5.8%
8
3,470
4.5%
9
2,765
3.6%
10
2,590
3.4%
11
620
0.8%
13
720
0.9%
14
510
0.7%
15
855
1.1%
16
230
0.3%
LARGEST VALUES

39
2,020
2.6%
38
5,360
7.0%
36
485
0.6%
35
2,730
3.6%
34
3,685
4.8%
33
415
0.5%
32
1,925
2.5%
31
3,105
4.0%
29
2,265
2.9%
28
1,750
2.3%
27
330
0.4%
26
4,415
5.7%
25
75
<0.1%
24
2,540
3.3%
23
165
0.2%
teacher_sede
MISSING:
---
TOP CATEGORIES

Fusagasugá
51,800
67%
Girardot
25,035
33%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_sede
PROVIDES INFORMATION ON...

sede
1.00
has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
teacher_nombre
0.19
teacher_edukrea_user_id_x
0.12

THESE FEATURES
GIVE INFORMATION
ON teacher_sede:

sede
1.00
teacher_nombre
1.00
teacher_edukrea_user_id_x
0.21
teacher_edukrea_user_id_y
0.18
nivel_educativo
0.16
teacher_nivel_educativo
0.16
teacher_nivel_educativo_num
0.16
teacher_nivel_educativo_percentil
0.16
teacher_año_inicio_ficc
0.11
medio_transporte
0.08
years_experience_ficc
0.08
teacher_years_experience_ficc
0.08
teacher_experiencia_ficc_percentil
0.08
demuestra_confianza
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_sede
CORRELATION RATIO WITH...

moodle_user_id
0.61
unique_students_count
0.50
teacher_unique_students_count
0.50
count_jornada_mañana
0.44
activity_percentile
0.42
count_login_fri
0.39
num_students
0.38
count_login
0.37
id_docente
0.34
teacher_id_docente
0.34
login_consistency
0.30
consecutive_days_max
0.27
id_grado
0.27
count_login_wed
0.27
teacher_nombre
MISSING:
---
TOP CATEGORIES

Angie Jimena Gómez Arévalo
5,560
7%
Sonia Xiomara Lanza Tolosa
5,360
7%
Gireth Tatiana Ramos Nova
4,430
6%
Cristhian Steven Barrero Buitrago
4,415
6%
Fabián Stivenson Rincón Najas
4,210
5%
Jesus David Rodríguez Perilla
3,685
5%
Nidia Yineth Cristancho Montoya
3,470
5%
Valeria Valentina Sarabia Vargas
3,440
4%
Daniel Felipe Sánchez Saldarriaga
3,235
4%
Carol Juliana Cañón Vergara
3,105
4%
Yessika Alejandra Morales García
3,000
4%
Diego Armando Ávila Contreras
2,765
4%
Julián Camilo Bonilla Torres
2,730
4%
Johann Alexander Sanchez Riveros
2,590
3%
Jessica Ximena Villanueva Rojas
2,540
3%
Dayron Mateo González Penagos
2,465
3%
Andrea Carolina Cortés Mendoza
2,265
3%
(Other)
17,570
23%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_nombre
PROVIDES INFORMATION ON...

sede
1.00
rol_adicional
1.00
nivel_educativo
1.00
has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00

THESE FEATURES
GIVE INFORMATION
ON teacher_nombre:

teacher_año_inicio_ficc
0.49
years_experience_ficc
0.38
teacher_years_experience_ficc
0.38
teacher_experiencia_ficc_percentil
0.38
total_subjects
0.38
teacher_total_subjects
0.38
teacher_edukrea_user_id_x
0.34
teacher_edukrea_user_id_y
0.29
nivel_educativo
0.28
teacher_nivel_educativo
0.28
teacher_nivel_educativo_num
0.28
teacher_nivel_educativo_percentil
0.28
intensidad
0.27
rol_adicional
0.20

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_nombre
CORRELATION RATIO WITH...

teacher_año_nacimiento
1.00
teacher_moodle_user_id_x
1.00
teacher_moodle_user_id_y
1.00
id_docente
1.00
teacher_id_docente
1.00
teacher_año_inicio_laboral
1.00
teacher_experiencia_nivel
1.00
teacher_experiencia_nivel_ficc
1.00
age
1.00
teacher_age
1.00
years_experience_total
1.00
teacher_years_experience_total
1.00
unique_students_count
0.99
teacher_unique_students_count
0.99
teacher_año_nacimiento
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

age
-1.00
teacher_age
-1.00
years_experience_total
-0.72
teacher_years_experience_total
-0.72
teacher_año_inicio_laboral
0.72
teacher_experiencia_total_percentil
-0.61
teacher_moodle_user_id_x
0.51
teacher_moodle_user_id_y
0.51
teacher_experiencia_nivel
-0.35
percent_in_english
-0.27
unique_students_count
0.26
teacher_unique_students_count
0.26
id_docente
0.22
teacher_id_docente
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
1.00
teacher_año_inicio_ficc
0.80
years_experience_ficc
0.68
teacher_years_experience_ficc
0.68
teacher_experiencia_ficc_percentil
0.68
rol_adicional
0.59
teacher_rol_adicional
0.59
total_subjects
0.44
teacher_total_subjects
0.44
teacher_edukrea_user_id_x
0.39
teacher_edukrea_user_id_y
0.38
intensidad
0.23
nivel_educativo
0.20
teacher_nivel_educativo
0.20
MOST FREQUENT VALUES

1998
12,875
16.8%
2000
12,440
16.2%
2003
8,710
11.3%
1999
8,465
11.0%
1994
6,330
8.2%
1993
5,125
6.7%
2002
4,430
5.8%
1985
3,885
5.1%
2001
3,685
4.8%
1982
1,990
2.6%
1991
1,935
2.5%
1996
1,925
2.5%
2005
1,750
2.3%
2004
1,055
1.4%
1986
720
0.9%
SMALLEST VALUES

1982
1,990
2.6%
1985
3,885
5.1%
1986
720
0.9%
1988
510
0.7%
1989
355
0.5%
1991
1,935
2.5%
1992
165
0.2%
1993
5,125
6.7%
1994
6,330
8.2%
1996
1,925
2.5%
1997
485
0.6%
1998
12,875
16.8%
1999
8,465
11.0%
2000
12,440
16.2%
2001
3,685
4.8%
LARGEST VALUES

2005
1,750
2.3%
2004
1,055
1.4%
2003
8,710
11.3%
2002
4,430
5.8%
2001
3,685
4.8%
2000
12,440
16.2%
1999
8,465
11.0%
1998
12,875
16.8%
1997
485
0.6%
1996
1,925
2.5%
1994
6,330
8.2%
1993
5,125
6.7%
1992
165
0.2%
1991
1,935
2.5%
1989
355
0.5%
teacher_rol_adicional
MISSING:
---
TOP CATEGORIES

Ninguno
60,820
79%
Miembro del consejo directivo
12,450
16%
Gestor
2,710
4%
Miembro del comité de convivencia
855
1%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_rol_adicional
PROVIDES INFORMATION ON...

rol_adicional
1.00
has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
teacher_nombre
0.20
nivel_educativo
0.15

THESE FEATURES
GIVE INFORMATION
ON teacher_rol_adicional:

rol_adicional
1.00
teacher_nombre
1.00
teacher_año_inicio_ficc
0.37
years_experience_ficc
0.31
teacher_years_experience_ficc
0.31
teacher_experiencia_ficc_percentil
0.31
nivel_educativo
0.21
teacher_nivel_educativo
0.21
teacher_nivel_educativo_num
0.21
teacher_nivel_educativo_percentil
0.21
total_subjects
0.17
teacher_total_subjects
0.17
intensidad
0.15
teacher_edukrea_user_id_x
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_rol_adicional
CORRELATION RATIO WITH...

years_experience_total
0.66
teacher_years_experience_total
0.66
teacher_año_inicio_laboral
0.65
teacher_año_nacimiento
0.59
age
0.59
teacher_age
0.59
teacher_experiencia_nivel
0.46
teacher_experiencia_nivel_ficc
0.36
teacher_experiencia_total_percentil
0.35
unique_students_count
0.34
teacher_unique_students_count
0.34
edukrea_user_id
0.32
percent_students_viewed
0.28
num_students_viewed
0.27
teacher_año_inicio_ficc
MISSING:
---
TOP CATEGORIES

2024
28,800
37%
2023
18,815
24%
2022
12,580
16%
2021
6,690
9%
2019
3,690
5%
2025
3,260
4%
2020
3,000
4%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_año_inicio_ficc
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
years_experience_ficc
0.75
teacher_years_experience_ficc
0.75
teacher_experiencia_ficc_percentil
0.75

THESE FEATURES
GIVE INFORMATION
ON teacher_año_inicio_ficc:

teacher_nombre
1.00
years_experience_ficc
0.73
teacher_years_experience_ficc
0.73
teacher_experiencia_ficc_percentil
0.73
teacher_edukrea_user_id_x
0.40
teacher_edukrea_user_id_y
0.36
nivel_educativo
0.22
teacher_nivel_educativo
0.22
teacher_nivel_educativo_num
0.22
teacher_nivel_educativo_percentil
0.22
total_subjects
0.20
teacher_total_subjects
0.20
rol_adicional
0.15
teacher_rol_adicional
0.15

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_año_inicio_ficc
CORRELATION RATIO WITH...

id_docente
0.84
teacher_id_docente
0.84
teacher_moodle_user_id_x
0.82
teacher_moodle_user_id_y
0.81
age
0.80
teacher_age
0.80
teacher_año_nacimiento
0.80
teacher_experiencia_total_percentil
0.70
years_experience_total
0.65
teacher_years_experience_total
0.65
teacher_año_inicio_laboral
0.64
avg_days_since_last_update
0.50
median_days_since_last_update
0.47
edukrea_user_id
0.45
teacher_año_inicio_laboral
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

years_experience_total
-1.00
teacher_years_experience_total
-1.00
teacher_experiencia_total_percentil
-0.89
teacher_año_nacimiento
0.72
age
-0.71
teacher_age
-0.71
teacher_experiencia_nivel
-0.52
teacher_moodle_user_id_y
0.39
teacher_moodle_user_id_x
0.39
percent_updated
0.23
unique_students_count
0.22
teacher_unique_students_count
0.22
teacher_experiencia_nivel_ficc
-0.20
median_resultado
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
1.00
rol_adicional
0.65
teacher_rol_adicional
0.65
teacher_año_inicio_ficc
0.64
years_experience_ficc
0.55
teacher_years_experience_ficc
0.55
teacher_experiencia_ficc_percentil
0.55
total_subjects
0.53
teacher_total_subjects
0.53
nivel_educativo
0.36
teacher_nivel_educativo
0.36
teacher_nivel_educativo_num
0.36
teacher_nivel_educativo_percentil
0.36
teacher_edukrea_user_id_x
0.32
MOST FREQUENT VALUES

2023
17,775
23.1%
2024
17,420
22.7%
2019
6,755
8.8%
2020
6,660
8.7%
2021
5,055
6.6%
2017
4,465
5.8%
2016
4,210
5.5%
2014
3,955
5.1%
2018
3,850
5.0%
2015
3,470
4.5%
2002
1,990
2.6%
2022
815
1.1%
2012
415
0.5%
SMALLEST VALUES

2002
1,990
2.6%
2012
415
0.5%
2014
3,955
5.1%
2015
3,470
4.5%
2016
4,210
5.5%
2017
4,465
5.8%
2018
3,850
5.0%
2019
6,755
8.8%
2020
6,660
8.7%
2021
5,055
6.6%
2022
815
1.1%
2023
17,775
23.1%
2024
17,420
22.7%
LARGEST VALUES

2024
17,420
22.7%
2023
17,775
23.1%
2022
815
1.1%
2021
5,055
6.6%
2020
6,660
8.7%
2019
6,755
8.8%
2018
3,850
5.0%
2017
4,465
5.8%
2016
4,210
5.5%
2015
3,470
4.5%
2014
3,955
5.1%
2012
415
0.5%
2002
1,990
2.6%
teacher_nivel_educativo
MISSING:
---
TOP CATEGORIES

Pregrado
56,880
74%
Técnico
7,495
10%
Especialización
4,770
6%
Otro
4,290
6%
Maestría
3,400
4%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_nivel_educativo
PROVIDES INFORMATION ON...

nivel_educativo
1.00
has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
teacher_nivel_educativo_num
1.00
teacher_nivel_educativo_percentil
1.00

THESE FEATURES
GIVE INFORMATION
ON teacher_nivel_educativo:

nivel_educativo
1.00
teacher_nombre
1.00
teacher_nivel_educativo_num
1.00
teacher_nivel_educativo_percentil
1.00
teacher_año_inicio_ficc
0.38
years_experience_ficc
0.24
teacher_years_experience_ficc
0.24
teacher_experiencia_ficc_percentil
0.24
total_subjects
0.24
teacher_total_subjects
0.24
intensidad
0.18
rol_adicional
0.15
teacher_rol_adicional
0.15
teacher_edukrea_user_id_x
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_nivel_educativo
CORRELATION RATIO WITH...

teacher_experiencia_nivel_ficc
0.99
teacher_experiencia_nivel
0.93
teacher_experiencia_total_percentil
0.50
id_docente
0.49
teacher_id_docente
0.49
total_hours
0.45
teacher_total_hours
0.45
avg_days_since_last_update
0.41
percent_students_viewed
0.38
percent_students_interacted
0.38
years_experience_total
0.37
teacher_years_experience_total
0.37
num_students_viewed
0.37
num_students_interacted
0.36
teacher_moodle_user_id_x
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

teacher_moodle_user_id_y
1.00
teacher_año_nacimiento
0.51
age
-0.50
teacher_age
-0.50
id_docente
0.41
teacher_id_docente
0.41
teacher_experiencia_total_percentil
-0.40
teacher_año_inicio_laboral
0.39
years_experience_total
-0.38
teacher_years_experience_total
-0.38
unique_students_count
0.29
teacher_unique_students_count
0.29
edukrea_user_id
0.24
update_events_count
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
1.00
teacher_año_inicio_ficc
0.82
years_experience_ficc
0.78
teacher_years_experience_ficc
0.78
teacher_experiencia_ficc_percentil
0.78
teacher_edukrea_user_id_x
0.66
total_subjects
0.47
teacher_total_subjects
0.47
intensidad
0.45
teacher_edukrea_user_id_y
0.43
nivel_educativo
0.26
teacher_nivel_educativo
0.26
teacher_nivel_educativo_num
0.26
teacher_nivel_educativo_percentil
0.26
MOST FREQUENT VALUES

1513.0
5,560
7.2%
1529.0
5,360
7.0%
1505.0
4,430
5.8%
1094.0
4,415
5.7%
1037.0
4,210
5.5%
1530.0
3,685
4.8%
111.0
3,470
4.5%
1511.0
3,440
4.5%
787.0
3,235
4.2%
1531.0
3,105
4.0%
716.0
3,000
3.9%
629.0
2,765
3.6%
1521.0
2,730
3.6%
1519.0
2,590
3.4%
1538.0
2,540
3.3%
SMALLEST VALUES

45.0
2,465
3.2%
111.0
3,470
4.5%
284.0
220
0.3%
629.0
2,765
3.6%
716.0
3,000
3.9%
775.0
1,990
2.6%
779.0
75
<0.1%
787.0
3,235
4.2%
1037.0
4,210
5.5%
1048.0
1,935
2.5%
1094.0
4,415
5.7%
1112.0
330
0.4%
1502.0
415
0.5%
1505.0
4,430
5.8%
1511.0
3,440
4.5%
LARGEST VALUES

1925.0
1,055
1.4%
1924.0
355
0.5%
1923.0
855
1.1%
1922.0
230
0.3%
1921.0
720
0.9%
1920.0
620
0.8%
1919.0
510
0.7%
1538.0
2,540
3.3%
1537.0
2,265
2.9%
1531.0
3,105
4.0%
1530.0
3,685
4.8%
1529.0
5,360
7.0%
1528.0
1,925
2.5%
1527.0
485
0.6%
1525.0
1,915
2.5%
teacher_edukrea_user_id_x
MISSING:
55,550
(72%)
TOP CATEGORIES

25.0
5,560
26%
7.0
4,210
20%
9.0
3,000
14%
6.0
2,765
13%
23.0
2,465
12%
21.0
1,935
9%
49.0
620
3%
50.0
510
2%
17.0
220
1%
ALL
21,285
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_edukrea_user_id_x
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
teacher_edukrea_user_id_y
1.00
teacher_año_inicio_ficc
0.40
teacher_nombre
0.34

THESE FEATURES
GIVE INFORMATION
ON teacher_edukrea_user_id_x:

teacher_nombre
1.00
teacher_edukrea_user_id_y
0.86
teacher_año_inicio_ficc
0.57
years_experience_ficc
0.41
teacher_years_experience_ficc
0.41
teacher_experiencia_ficc_percentil
0.41
total_subjects
0.32
teacher_total_subjects
0.32
intensidad
0.21
sede
0.12
teacher_sede
0.12
nivel_educativo
0.09
teacher_nivel_educativo
0.09
teacher_nivel_educativo_num
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_edukrea_user_id_x
CORRELATION RATIO WITH...

id_docente
0.72
teacher_id_docente
0.72
update_events_count
0.69
teacher_update_events_count
0.69
teacher_moodle_user_id_x
0.66
teacher_moodle_user_id_y
0.65
unique_students_count
0.48
teacher_unique_students_count
0.48
num_teacher_views_before_planned_start_date
0.46
id_grado
0.44
avg_interactions_per_student
0.43
edad_estudiante
0.42
teacher_total_updates
0.42
percent_students_interacted
0.41
teacher_total_subjects
MISSING:
---
TOP CATEGORIES

3
32,355
42%
2
24,370
32%
5
8,185
11%
1
8,110
11%
4
2,760
4%
6
1,055
1%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_total_subjects
PROVIDES INFORMATION ON...

total_subjects
1.00
has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
teacher_nombre
0.38
teacher_edukrea_user_id_y
0.33

THESE FEATURES
GIVE INFORMATION
ON teacher_total_subjects:

total_subjects
1.00
teacher_nombre
0.91
teacher_edukrea_user_id_x
0.26
teacher_año_inicio_ficc
0.24
teacher_edukrea_user_id_y
0.23
years_experience_ficc
0.21
teacher_years_experience_ficc
0.21
teacher_experiencia_ficc_percentil
0.21
nivel_educativo
0.16
teacher_nivel_educativo
0.16
teacher_nivel_educativo_num
0.16
teacher_nivel_educativo_percentil
0.16
intensidad
0.14
rol_adicional
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_total_subjects
CORRELATION RATIO WITH...

total_hours
0.63
teacher_total_hours
0.63
teacher_experiencia_nivel
0.57
teacher_año_inicio_laboral
0.53
years_experience_total
0.51
teacher_years_experience_total
0.51
update_events_count
0.51
teacher_update_events_count
0.51
edukrea_user_id
0.50
teacher_experiencia_nivel_ficc
0.49
teacher_experiencia_total_percentil
0.47
teacher_moodle_user_id_x
0.47
teacher_moodle_user_id_y
0.46
teacher_año_nacimiento
0.44
teacher_total_hours
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

total_hours
1.00
update_events_count
0.38
teacher_update_events_count
0.38
max_days_since_creation
0.38
percent_interactive
0.33
count_interactive
0.32
num_modules_updated
0.29
id_least_viewed_module
-0.28
count_collaboration
0.28
num_modules
0.27
total_modules
0.27
id_asignatura
-0.27
count_content
0.26
teacher_total_views
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.92
total_subjects
0.63
teacher_total_subjects
0.63
nivel_educativo
0.45
teacher_nivel_educativo
0.45
teacher_nivel_educativo_num
0.45
teacher_nivel_educativo_percentil
0.45
intensidad
0.43
teacher_edukrea_user_id_x
0.40
year
0.37
teacher_year
0.37
teacher_edukrea_user_id_y
0.29
rol_adicional
0.27
teacher_rol_adicional
0.27
MOST FREQUENT VALUES

28
12,735
16.6%
24
7,670
10.0%
27
7,180
9.3%
31
6,110
8.0%
23
5,360
7.0%
15
3,745
4.9%
9
3,105
4.0%
25
2,925
3.8%
29
2,910
3.8%
32
2,755
3.6%
21
2,730
3.6%
34
2,675
3.5%
26
2,420
3.1%
16
2,265
2.9%
22
2,110
2.7%
SMALLEST VALUES

2
220
0.3%
3
75
<0.1%
5
330
0.4%
6
485
0.6%
7
415
0.5%
8
720
0.9%
9
3,105
4.0%
15
3,745
4.9%
16
2,265
2.9%
17
280
0.4%
21
2,730
3.6%
22
2,110
2.7%
23
5,360
7.0%
24
7,670
10.0%
25
2,925
3.8%
LARGEST VALUES

44
855
1.1%
43
1,790
2.3%
42
1,055
1.4%
41
375
0.5%
39
575
0.7%
38
510
0.7%
36
565
0.7%
35
1,345
1.8%
34
2,675
3.5%
33
545
0.7%
32
2,755
3.6%
31
6,110
8.0%
29
2,910
3.8%
28
12,735
16.6%
27
7,180
9.3%
teacher_unique_students_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

unique_students_count
1.00
edukrea_user_id
-0.37
id_asignatura
0.32
count_login_fri
0.30
moodle_user_id
-0.30
count_jornada_mañana
0.29
teacher_moodle_user_id_x
0.29
teacher_moodle_user_id_y
0.29
activity_percentile
0.27
age
-0.26
teacher_age
-0.26
teacher_año_nacimiento
0.26
num_teacher_views_before_planned_start_date
-0.25
num_modules
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.99
sede
0.50
teacher_sede
0.50
teacher_edukrea_user_id_x
0.48
teacher_año_inicio_ficc
0.44
teacher_edukrea_user_id_y
0.44
intensidad
0.43
total_subjects
0.43
teacher_total_subjects
0.43
years_experience_ficc
0.37
teacher_years_experience_ficc
0.37
teacher_experiencia_ficc_percentil
0.37
nivel_educativo
0.34
teacher_nivel_educativo
0.34
MOST FREQUENT VALUES

189
12,625
16.4%
159
10,320
13.4%
113
7,040
9.2%
85
6,740
8.8%
89
6,230
8.1%
179
3,610
4.7%
122
2,695
3.5%
105
2,665
3.5%
67
2,420
3.1%
101
2,390
3.1%
72
2,165
2.8%
96
1,955
2.5%
104
1,925
2.5%
79
1,750
2.3%
41
1,710
2.2%
SMALLEST VALUES

16
75
<0.1%
24
270
0.4%
28
230
0.3%
30
600
0.8%
41
1,710
2.2%
46
280
0.4%
62
575
0.7%
67
2,420
3.1%
72
2,165
2.8%
73
730
1.0%
74
1,300
1.7%
77
375
0.5%
79
1,750
2.3%
84
1,545
2.0%
85
6,740
8.8%
LARGEST VALUES

189
12,625
16.4%
179
3,610
4.7%
159
10,320
13.4%
145
720
0.9%
136
775
1.0%
122
2,695
3.5%
115
545
0.7%
113
7,040
9.2%
111
655
0.9%
110
510
0.7%
105
2,665
3.5%
104
1,925
2.5%
101
2,390
3.1%
100
845
1.1%
96
1,955
2.5%
teacher_update_events_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

update_events_count
1.00
edukrea_user_id
-0.39
total_hours
0.38
teacher_total_hours
0.38
teacher_total_views
0.26
teacher_moodle_user_id_x
0.24
teacher_moodle_user_id_y
0.24
num_teacher_views_before_planned_start_date
0.23
percent_updated
0.23
count_interactive
0.21
percent_interactive
0.21
num_modules_updated
0.20
teacher_experiencia_total_percentil
-0.18
avg_days_since_last_update
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.88
teacher_edukrea_user_id_x
0.69
teacher_edukrea_user_id_y
0.69
total_subjects
0.51
teacher_total_subjects
0.51
teacher_año_inicio_ficc
0.44
nivel_educativo
0.28
teacher_nivel_educativo
0.28
teacher_nivel_educativo_num
0.28
teacher_nivel_educativo_percentil
0.28
years_experience_ficc
0.25
teacher_years_experience_ficc
0.25
teacher_experiencia_ficc_percentil
0.25
median_interactions_per_student
0.22
MOST FREQUENT VALUES

10796
5,360
7.0%
13236
3,770
4.9%
11979
3,685
4.8%
8679
3,580
4.7%
1708
3,445
4.5%
1417
3,365
4.4%
1693
3,105
4.0%
18057
2,865
3.7%
13594
2,755
3.6%
8293
2,730
3.6%
3102
2,695
3.5%
9152
2,420
3.1%
14156
2,265
2.9%
11685
2,165
2.8%
3435
2,110
2.7%
SMALLEST VALUES

0
965
1.3%
515
720
0.9%
719
845
1.1%
787
75
<0.1%
1111
480
0.6%
1344
485
0.6%
1417
3,365
4.4%
1471
970
1.3%
1498
355
0.5%
1598
165
0.2%
1688
230
0.3%
1693
3,105
4.0%
1708
3,445
4.5%
1878
280
0.4%
3102
2,695
3.5%
LARGEST VALUES

46765
510
0.7%
30081
1,790
2.3%
25245
580
0.8%
24792
390
0.5%
18057
2,865
3.7%
14496
1,540
2.0%
14156
2,265
2.9%
13779
620
0.8%
13594
2,755
3.6%
13236
3,770
4.9%
11979
3,685
4.8%
11781
1,710
2.2%
11685
2,165
2.8%
11232
1,545
2.0%
11192
2,020
2.6%
teacher_year
MISSING:
---
TOP CATEGORIES

2024
61,765
80%
2025
15,070
20%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_year
PROVIDES INFORMATION ON...

year
1.00
has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
period
0.17
año_ingreso
0.09

THESE FEATURES
GIVE INFORMATION
ON teacher_year:

year
1.00
period
0.45
teacher_nombre
0.36
teacher_año_inicio_ficc
0.20
total_subjects
0.19
teacher_total_subjects
0.19
demuestra_confianza
0.11
año_ingreso
0.11
estrato
0.11
actividades_extracurriculares
0.11
familia
0.11
tipo_vivienda
0.11
interés_estudios_superiores
0.11
years_experience_ficc
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_year
CORRELATION RATIO WITH...

edukrea_user_id
0.92
max_days_since_creation
0.41
total_hours
0.37
teacher_total_hours
0.37
count_interactive
0.30
teacher_total_views
0.29
count_evaluation
0.27
id_docente
0.26
teacher_id_docente
0.26
student_total_interactions
0.25
count_content
0.25
percent_evaluation
0.25
median_days_since_creation
0.25
percent_interactive
0.21
teacher_years_experience_ficc
MISSING:
---
TOP CATEGORIES

0
30,290
39%
1
15,930
21%
2
14,635
19%
3
7,965
10%
4
3,745
5%
5
3,390
4%
6
880
1%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_years_experience_ficc
PROVIDES INFORMATION ON...

years_experience_ficc
1.00
has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
teacher_experiencia_ficc_percentil
1.00
teacher_año_inicio_ficc
0.73

THESE FEATURES
GIVE INFORMATION
ON teacher_years_experience_ficc:

years_experience_ficc
1.00
teacher_experiencia_ficc_percentil
1.00
teacher_nombre
0.80
teacher_año_inicio_ficc
0.75
teacher_edukrea_user_id_x
0.29
teacher_edukrea_user_id_y
0.26
total_subjects
0.19
teacher_total_subjects
0.19
nivel_educativo
0.14
teacher_nivel_educativo
0.14
teacher_nivel_educativo_num
0.14
teacher_nivel_educativo_percentil
0.14
rol_adicional
0.13
teacher_rol_adicional
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_years_experience_ficc
CORRELATION RATIO WITH...

teacher_moodle_user_id_x
0.78
id_docente
0.78
teacher_id_docente
0.78
teacher_moodle_user_id_y
0.77
age
0.69
teacher_age
0.69
teacher_año_nacimiento
0.68
teacher_experiencia_total_percentil
0.61
years_experience_total
0.57
teacher_years_experience_total
0.57
teacher_año_inicio_laboral
0.55
min_days_since_creation
0.42
avg_days_since_last_update
0.41
median_days_since_last_update
0.40
teacher_years_experience_total
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

years_experience_total
1.00
teacher_año_inicio_laboral
-1.00
teacher_experiencia_total_percentil
0.90
teacher_año_nacimiento
-0.72
age
0.72
teacher_age
0.72
teacher_experiencia_nivel
0.52
teacher_moodle_user_id_y
-0.38
teacher_moodle_user_id_x
-0.38
percent_updated
-0.24
unique_students_count
-0.23
teacher_unique_students_count
-0.23
teacher_experiencia_nivel_ficc
0.21
avg_days_since_last_update
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
1.00
rol_adicional
0.66
teacher_rol_adicional
0.66
teacher_año_inicio_ficc
0.65
years_experience_ficc
0.57
teacher_years_experience_ficc
0.57
teacher_experiencia_ficc_percentil
0.57
total_subjects
0.51
teacher_total_subjects
0.51
nivel_educativo
0.37
teacher_nivel_educativo
0.37
teacher_nivel_educativo_num
0.37
teacher_nivel_educativo_percentil
0.37
teacher_edukrea_user_id_x
0.32
MOST FREQUENT VALUES

1
16,685
21.7%
0
14,760
19.2%
5
6,970
9.1%
4
6,800
8.9%
6
4,730
6.2%
8
4,725
6.1%
2
4,235
5.5%
3
3,985
5.2%
9
3,540
4.6%
10
3,530
4.6%
7
3,270
4.3%
22
1,710
2.2%
11
1,200
1.6%
12
415
0.5%
23
280
0.4%
SMALLEST VALUES

0
14,760
19.2%
1
16,685
21.7%
2
4,235
5.5%
3
3,985
5.2%
4
6,800
8.9%
5
6,970
9.1%
6
4,730
6.2%
7
3,270
4.3%
8
4,725
6.1%
9
3,540
4.6%
10
3,530
4.6%
11
1,200
1.6%
12
415
0.5%
22
1,710
2.2%
23
280
0.4%
LARGEST VALUES

23
280
0.4%
22
1,710
2.2%
12
415
0.5%
11
1,200
1.6%
10
3,530
4.6%
9
3,540
4.6%
8
4,725
6.1%
7
3,270
4.3%
6
4,730
6.2%
5
6,970
9.1%
4
6,800
8.9%
3
3,985
5.2%
2
4,235
5.5%
1
16,685
21.7%
0
14,760
19.2%
teacher_age
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

age
1.00
teacher_año_nacimiento
-1.00
years_experience_total
0.72
teacher_years_experience_total
0.72
teacher_año_inicio_laboral
-0.71
teacher_experiencia_total_percentil
0.62
teacher_moodle_user_id_x
-0.50
teacher_moodle_user_id_y
-0.50
teacher_experiencia_nivel
0.35
unique_students_count
-0.26
teacher_unique_students_count
-0.26
percent_in_english
0.25
id_docente
-0.24
teacher_id_docente
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
1.00
teacher_año_inicio_ficc
0.80
years_experience_ficc
0.69
teacher_years_experience_ficc
0.69
teacher_experiencia_ficc_percentil
0.69
rol_adicional
0.59
teacher_rol_adicional
0.59
total_subjects
0.42
teacher_total_subjects
0.42
teacher_edukrea_user_id_x
0.39
teacher_edukrea_user_id_y
0.38
intensidad
0.23
nivel_educativo
0.21
teacher_nivel_educativo
0.21
MOST FREQUENT VALUES

26
13,840
18.0%
25
10,015
13.0%
24
9,115
11.9%
21
8,815
11.5%
31
4,945
6.4%
30
4,865
6.3%
23
4,535
5.9%
22
4,530
5.9%
39
3,830
5.0%
28
1,925
2.5%
19
1,750
2.3%
33
1,710
2.2%
42
1,710
2.2%
32
1,645
2.1%
27
1,295
1.7%
SMALLEST VALUES

19
1,750
2.3%
21
8,815
11.5%
22
4,530
5.9%
23
4,535
5.9%
24
9,115
11.9%
25
10,015
13.0%
26
13,840
18.0%
27
1,295
1.7%
28
1,925
2.5%
30
4,865
6.3%
31
4,945
6.4%
32
1,645
2.1%
33
1,710
2.2%
34
390
0.5%
36
355
0.5%
LARGEST VALUES

43
280
0.4%
42
1,710
2.2%
40
775
1.0%
39
3,830
5.0%
37
510
0.7%
36
355
0.5%
34
390
0.5%
33
1,710
2.2%
32
1,645
2.1%
31
4,945
6.4%
30
4,865
6.3%
28
1,925
2.5%
27
1,295
1.7%
26
13,840
18.0%
25
10,015
13.0%
teacher_moodle_user_id_y
MISSING:
330
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

teacher_moodle_user_id_x
1.00
teacher_año_nacimiento
0.51
age
-0.50
teacher_age
-0.50
id_docente
0.41
teacher_id_docente
0.41
teacher_experiencia_total_percentil
-0.40
teacher_año_inicio_laboral
0.39
years_experience_total
-0.38
teacher_years_experience_total
-0.38
unique_students_count
0.29
teacher_unique_students_count
0.29
update_events_count
0.24
teacher_update_events_count
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
1.00
teacher_año_inicio_ficc
0.81
years_experience_ficc
0.77
teacher_years_experience_ficc
0.77
teacher_experiencia_ficc_percentil
0.77
teacher_edukrea_user_id_x
0.65
total_subjects
0.46
teacher_total_subjects
0.46
intensidad
0.43
teacher_edukrea_user_id_y
0.42
nivel_educativo
0.26
teacher_nivel_educativo
0.26
teacher_nivel_educativo_num
0.26
teacher_nivel_educativo_percentil
0.26
MOST FREQUENT VALUES

1513.0
5,560
7.3%
1529.0
5,360
7.0%
1505.0
4,430
5.8%
1094.0
4,415
5.8%
1037.0
4,210
5.5%
1530.0
3,685
4.8%
111.0
3,470
4.5%
1511.0
3,440
4.5%
787.0
3,235
4.2%
1531.0
3,105
4.1%
716.0
3,000
3.9%
629.0
2,765
3.6%
1521.0
2,730
3.6%
1519.0
2,590
3.4%
1538.0
2,540
3.3%
SMALLEST VALUES

45.0
2,465
3.2%
111.0
3,470
4.5%
284.0
220
0.3%
629.0
2,765
3.6%
716.0
3,000
3.9%
775.0
1,990
2.6%
779.0
75
<0.1%
787.0
3,235
4.2%
1037.0
4,210
5.5%
1048.0
1,935
2.5%
1094.0
4,415
5.8%
1502.0
415
0.5%
1505.0
4,430
5.8%
1511.0
3,440
4.5%
1513.0
5,560
7.3%
LARGEST VALUES

1925.0
1,055
1.4%
1924.0
355
0.5%
1923.0
855
1.1%
1922.0
230
0.3%
1921.0
720
0.9%
1920.0
620
0.8%
1919.0
510
0.7%
1538.0
2,540
3.3%
1537.0
2,265
3.0%
1531.0
3,105
4.1%
1530.0
3,685
4.8%
1529.0
5,360
7.0%
1528.0
1,925
2.5%
1527.0
485
0.6%
1525.0
1,915
2.5%
teacher_edukrea_user_id_y
MISSING:
58,235
(76%)
TOP CATEGORIES

25.0
5,560
30%
7.0
4,210
23%
9.0
3,000
16%
6.0
2,765
15%
21.0
1,935
10%
49.0
620
3%
50.0
510
3%
ALL
18,600
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_edukrea_user_id_y
PROVIDES INFORMATION ON...

has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
teacher_edukrea_user_id_x
0.86
teacher_año_inicio_ficc
0.36
teacher_nombre
0.29

THESE FEATURES
GIVE INFORMATION
ON teacher_edukrea_user_id_y:

teacher_nombre
1.00
teacher_edukrea_user_id_x
1.00
teacher_año_inicio_ficc
0.60
years_experience_ficc
0.43
teacher_years_experience_ficc
0.43
teacher_experiencia_ficc_percentil
0.43
total_subjects
0.33
teacher_total_subjects
0.33
intensidad
0.16
sede
0.12
teacher_sede
0.12
nivel_educativo
0.09
teacher_nivel_educativo
0.09
teacher_nivel_educativo_num
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_edukrea_user_id_y
CORRELATION RATIO WITH...

update_events_count
0.69
teacher_update_events_count
0.69
id_docente
0.65
teacher_id_docente
0.65
num_teacher_views_before_planned_start_date
0.46
unique_students_count
0.44
teacher_unique_students_count
0.44
teacher_moodle_user_id_x
0.43
teacher_moodle_user_id_y
0.42
avg_interactions_per_student
0.42
teacher_total_views
0.40
teacher_total_updates
0.38
id_grado
0.38
age
0.38
teacher_experiencia_ficc_percentil
MISSING:
---
TOP CATEGORIES

16.346153846153847
30,290
39%
40.38461538461539
15,930
21%
58.65384615384615
14,635
19%
75.96153846153845
7,965
10%
87.5
3,745
5%
94.23076923076924
3,390
4%
99.03846153846156
880
1%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_experiencia_ficc_percentil
PROVIDES INFORMATION ON...

years_experience_ficc
1.00
has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
teacher_years_experience_ficc
1.00
teacher_año_inicio_ficc
0.73

THESE FEATURES
GIVE INFORMATION
ON teacher_experiencia_ficc_percentil:

years_experience_ficc
1.00
teacher_years_experience_ficc
1.00
teacher_nombre
0.80
teacher_año_inicio_ficc
0.75
teacher_edukrea_user_id_x
0.29
teacher_edukrea_user_id_y
0.26
total_subjects
0.19
teacher_total_subjects
0.19
nivel_educativo
0.14
teacher_nivel_educativo
0.14
teacher_nivel_educativo_num
0.14
teacher_nivel_educativo_percentil
0.14
rol_adicional
0.13
teacher_rol_adicional
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_experiencia_ficc_percentil
CORRELATION RATIO WITH...

teacher_moodle_user_id_x
0.78
id_docente
0.78
teacher_id_docente
0.78
teacher_moodle_user_id_y
0.77
age
0.69
teacher_age
0.69
teacher_año_nacimiento
0.68
teacher_experiencia_total_percentil
0.61
years_experience_total
0.57
teacher_years_experience_total
0.57
teacher_año_inicio_laboral
0.55
min_days_since_creation
0.42
avg_days_since_last_update
0.41
median_days_since_last_update
0.40
teacher_experiencia_total_percentil
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

years_experience_total
0.90
teacher_years_experience_total
0.90
teacher_año_inicio_laboral
-0.89
age
0.62
teacher_age
0.62
teacher_año_nacimiento
-0.61
teacher_experiencia_nivel
0.58
teacher_moodle_user_id_y
-0.40
teacher_moodle_user_id_x
-0.40
teacher_experiencia_nivel_ficc
0.32
avg_days_since_last_update
0.28
percent_updated
-0.27
median_days_since_last_update
0.26
median_resultado
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
0.99
teacher_año_inicio_ficc
0.70
years_experience_ficc
0.61
teacher_years_experience_ficc
0.61
teacher_experiencia_ficc_percentil
0.61
nivel_educativo
0.50
teacher_nivel_educativo
0.50
teacher_nivel_educativo_num
0.50
teacher_nivel_educativo_percentil
0.50
total_subjects
0.47
teacher_total_subjects
0.47
teacher_edukrea_user_id_x
0.39
teacher_edukrea_user_id_y
0.37
rol_adicional
0.35
MOST FREQUENT VALUES

21.153846153846157
16,685
21.7%
6.730769230769231
14,760
19.2%
61.53846153846154
6,970
9.1%
50.96153846153846
6,800
8.9%
69.23076923076923
4,730
6.2%
79.8076923076923
4,725
6.1%
34.61538461538461
4,235
5.5%
42.30769230769231
3,985
5.2%
85.57692307692307
3,540
4.6%
89.42307692307693
3,530
4.6%
74.03846153846155
3,270
4.3%
98.07692307692308
1,710
2.2%
93.26923076923076
1,200
1.6%
96.15384615384616
415
0.5%
100.0
280
0.4%
SMALLEST VALUES

6.730769230769231
14,760
19.2%
21.153846153846157
16,685
21.7%
34.61538461538461
4,235
5.5%
42.30769230769231
3,985
5.2%
50.96153846153846
6,800
8.9%
61.53846153846154
6,970
9.1%
69.23076923076923
4,730
6.2%
74.03846153846155
3,270
4.3%
79.8076923076923
4,725
6.1%
85.57692307692307
3,540
4.6%
89.42307692307693
3,530
4.6%
93.26923076923076
1,200
1.6%
96.15384615384616
415
0.5%
98.07692307692308
1,710
2.2%
100.0
280
0.4%
LARGEST VALUES

100.0
280
0.4%
98.07692307692308
1,710
2.2%
96.15384615384616
415
0.5%
93.26923076923076
1,200
1.6%
89.42307692307693
3,530
4.6%
85.57692307692307
3,540
4.6%
79.8076923076923
4,725
6.1%
74.03846153846155
3,270
4.3%
69.23076923076923
4,730
6.2%
61.53846153846154
6,970
9.1%
50.96153846153846
6,800
8.9%
42.30769230769231
3,985
5.2%
34.61538461538461
4,235
5.5%
21.153846153846157
16,685
21.7%
6.730769230769231
14,760
19.2%
teacher_nivel_educativo_num
MISSING:
---
TOP CATEGORIES

3.0
56,880
74%
2.0
7,495
10%
4.0
4,770
6%
1.0
4,290
6%
5.0
3,400
4%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_nivel_educativo_num
PROVIDES INFORMATION ON...

nivel_educativo
1.00
has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
teacher_nivel_educativo
1.00
teacher_nivel_educativo_percentil
1.00

THESE FEATURES
GIVE INFORMATION
ON teacher_nivel_educativo_num:

nivel_educativo
1.00
teacher_nombre
1.00
teacher_nivel_educativo
1.00
teacher_nivel_educativo_percentil
1.00
teacher_año_inicio_ficc
0.38
years_experience_ficc
0.24
teacher_years_experience_ficc
0.24
teacher_experiencia_ficc_percentil
0.24
total_subjects
0.24
teacher_total_subjects
0.24
intensidad
0.18
rol_adicional
0.15
teacher_rol_adicional
0.15
teacher_edukrea_user_id_x
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_nivel_educativo_num
CORRELATION RATIO WITH...

teacher_experiencia_nivel_ficc
0.99
teacher_experiencia_nivel
0.93
teacher_experiencia_total_percentil
0.50
id_docente
0.49
teacher_id_docente
0.49
total_hours
0.45
teacher_total_hours
0.45
avg_days_since_last_update
0.41
percent_students_viewed
0.38
percent_students_interacted
0.38
years_experience_total
0.37
teacher_years_experience_total
0.37
num_students_viewed
0.37
num_students_interacted
0.36
teacher_nivel_educativo_percentil
MISSING:
---
TOP CATEGORIES

52.88461538461539
56,880
74%
11.538461538461538
7,495
10%
92.3076923076923
4,770
6%
3.8461538461538463
4,290
6%
98.07692307692308
3,400
4%
ALL
76,835
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_nivel_educativo_percentil
PROVIDES INFORMATION ON...

nivel_educativo
1.00
has_viewed_all_modules
1.00
has_participated_all_modules
1.00
min_views_per_module
1.00
min_interactions_per_module
1.00
max_days_after_end
1.00
max_days_before_start
1.00
on_time_rate
1.00
late_rate
1.00
early_access_count
1.00
late_access_count
1.00
mid_week_engagement
1.00
teacher_nivel_educativo
1.00
teacher_nivel_educativo_num
1.00

THESE FEATURES
GIVE INFORMATION
ON teacher_nivel_educativo_percentil:

nivel_educativo
1.00
teacher_nombre
1.00
teacher_nivel_educativo
1.00
teacher_nivel_educativo_num
1.00
teacher_año_inicio_ficc
0.38
years_experience_ficc
0.24
teacher_years_experience_ficc
0.24
teacher_experiencia_ficc_percentil
0.24
total_subjects
0.24
teacher_total_subjects
0.24
intensidad
0.18
rol_adicional
0.15
teacher_rol_adicional
0.15
teacher_edukrea_user_id_x
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_nivel_educativo_percentil
CORRELATION RATIO WITH...

teacher_experiencia_nivel_ficc
0.99
teacher_experiencia_nivel
0.93
teacher_experiencia_total_percentil
0.50
id_docente
0.49
teacher_id_docente
0.49
total_hours
0.45
teacher_total_hours
0.45
avg_days_since_last_update
0.41
percent_students_viewed
0.38
percent_students_interacted
0.38
years_experience_total
0.37
teacher_years_experience_total
0.37
num_students_viewed
0.37
num_students_interacted
0.36
teacher_experiencia_nivel
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

teacher_experiencia_nivel_ficc
0.93
teacher_experiencia_total_percentil
0.58
years_experience_total
0.52
teacher_years_experience_total
0.52
teacher_año_inicio_laboral
-0.52
age
0.35
teacher_age
0.35
teacher_año_nacimiento
-0.35
avg_days_since_last_update
0.29
edukrea_user_id
-0.27
median_days_since_last_update
0.24
update_events_count
-0.18
teacher_update_events_count
-0.18
total_hours
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
1.00
nivel_educativo
0.93
teacher_nivel_educativo
0.93
teacher_nivel_educativo_num
0.93
teacher_nivel_educativo_percentil
0.93
total_subjects
0.57
teacher_total_subjects
0.57
rol_adicional
0.46
teacher_rol_adicional
0.46
teacher_año_inicio_ficc
0.36
years_experience_ficc
0.33
teacher_years_experience_ficc
0.33
teacher_experiencia_ficc_percentil
0.33
teacher_edukrea_user_id_x
0.16
MOST FREQUENT VALUES

16.565384615384616
15,630
20.3%
15.865384615384617
7,650
10.0%
3.461538461538461
7,110
9.3%
18.66538461538461
6,330
8.2%
21.46538461538461
4,725
6.1%
17.265384615384615
4,235
5.5%
17.965384615384615
3,985
5.2%
20.065384615384616
3,760
4.9%
22.16538461538461
3,540
4.6%
31.19230769230769
3,445
4.5%
20.765384615384612
3,105
4.0%
8.153846153846153
2,755
3.6%
32.92307692307692
2,265
2.9%
31.26538461538461
1,710
2.2%
19.365384615384613
1,155
1.5%
SMALLEST VALUES

1.8538461538461537
1,055
1.4%
3.461538461538461
7,110
9.3%
6.261538461538461
115
0.1%
6.961538461538462
105
0.1%
8.153846153846153
2,755
3.6%
8.36153846153846
165
0.2%
8.853846153846153
480
0.6%
15.865384615384617
7,650
10.0%
16.565384615384616
15,630
20.3%
17.265384615384615
4,235
5.5%
17.965384615384615
3,985
5.2%
18.66538461538461
6,330
8.2%
19.365384615384613
1,155
1.5%
20.065384615384616
3,760
4.9%
20.765384615384612
3,105
4.0%
LARGEST VALUES

37.82307692307692
415
0.5%
37.12307692307692
720
0.9%
32.92307692307692
2,265
2.9%
31.96538461538461
280
0.4%
31.89230769230769
970
1.3%
31.26538461538461
1,710
2.2%
31.19230769230769
3,445
4.5%
30.49230769230769
355
0.5%
22.865384615384613
775
1.0%
22.16538461538461
3,540
4.6%
21.46538461538461
4,725
6.1%
20.765384615384612
3,105
4.0%
20.065384615384616
3,760
4.9%
19.365384615384613
1,155
1.5%
18.66538461538461
6,330
8.2%
teacher_experiencia_nivel_ficc
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

teacher_experiencia_nivel
0.93
edukrea_user_id
-0.34
teacher_experiencia_total_percentil
0.32
avg_days_since_last_update
0.30
median_days_since_last_update
0.25
id_docente
-0.22
teacher_id_docente
-0.22
years_experience_total
0.21
teacher_years_experience_total
0.21
teacher_año_inicio_laboral
-0.20
age
0.16
teacher_age
0.16
update_events_count
-0.16
teacher_update_events_count
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

teacher_nombre
1.00
nivel_educativo
0.99
teacher_nivel_educativo
0.99
teacher_nivel_educativo_num
0.99
teacher_nivel_educativo_percentil
0.99
total_subjects
0.49
teacher_total_subjects
0.49
rol_adicional
0.36
teacher_rol_adicional
0.36
teacher_año_inicio_ficc
0.29
years_experience_ficc
0.28
teacher_years_experience_ficc
0.28
teacher_experiencia_ficc_percentil
0.28
sede
0.16
MOST FREQUENT VALUES

15.865384615384617
18,785
24.4%
16.565384615384616
15,765
20.5%
17.265384615384615
8,020
10.4%
3.461538461538461
7,110
9.3%
17.965384615384615
6,515
8.5%
18.66538461538461
3,745
4.9%
29.09230769230769
3,445
4.5%
19.365384615384613
3,275
4.3%
29.42307692307692
2,985
3.9%
2.5538461538461537
2,755
3.6%
1.1538461538461535
1,055
1.4%
29.792307692307688
970
1.3%
20.065384615384616
775
1.0%
3.2538461538461534
480
0.6%
30.82307692307692
415
0.5%
SMALLEST VALUES

1.1538461538461535
1,055
1.4%
2.5538461538461537
2,755
3.6%
3.2538461538461534
480
0.6%
3.461538461538461
7,110
9.3%
4.161538461538461
165
0.2%
6.961538461538462
115
0.1%
7.661538461538461
105
0.1%
15.865384615384617
18,785
24.4%
16.565384615384616
15,765
20.5%
17.265384615384615
8,020
10.4%
17.965384615384615
6,515
8.5%
18.66538461538461
3,745
4.9%
19.365384615384613
3,275
4.3%
20.065384615384616
775
1.0%
27.69230769230769
355
0.5%
LARGEST VALUES

30.82307692307692
415
0.5%
29.792307692307688
970
1.3%
29.42307692307692
2,985
3.9%
29.09230769230769
3,445
4.5%
27.69230769230769
355
0.5%
20.065384615384616
775
1.0%
19.365384615384613
3,275
4.3%
18.66538461538461
3,745
4.9%
17.965384615384615
6,515
8.5%
17.265384615384615
8,020
10.4%
16.565384615384616
15,765
20.5%
15.865384615384617
18,785
24.4%
7.661538461538461
105
0.1%
6.961538461538462
115
0.1%
4.161538461538461
165
0.2%
median_resultado
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

resultado
0.54
teacher_experiencia_total_percentil
0.21
unique_students_count
0.20
teacher_unique_students_count
0.20
edukrea_user_id
-0.20
percent_students_viewed
-0.19
percent_content
0.18
id_asignatura
0.18
percent_students_interacted
-0.17
num_students_viewed
-0.17
percent_evaluation
-0.16
teacher_año_inicio_laboral
-0.16
years_experience_total
0.16
teacher_years_experience_total
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

nivel
0.52
teacher_nombre
0.41
dimensión
0.40
intensidad
0.25
teacher_año_inicio_ficc
0.24
years_experience_ficc
0.21
teacher_years_experience_ficc
0.21
teacher_experiencia_ficc_percentil
0.21
teacher_edukrea_user_id_x
0.19
total_subjects
0.14
teacher_total_subjects
0.14
nivel_educativo
0.14
teacher_nivel_educativo
0.14
teacher_nivel_educativo_num
0.14
MOST FREQUENT VALUES

90.0
12,645
16.5%
85.0
5,101
6.6%
89.0
4,774
6.2%
87.0
3,453
4.5%
86.0
3,342
4.3%
80.0
3,211
4.2%
84.0
3,165
4.1%
88.0
3,125
4.1%
83.0
3,035
4.0%
95.0
2,950
3.8%
91.0
2,571
3.3%
82.0
2,391
3.1%
92.0
1,999
2.6%
100.0
1,878
2.4%
81.0
1,812
2.4%
SMALLEST VALUES

45.0
12
<0.1%
50.0
16
<0.1%
60.0
25
<0.1%
62.5
12
<0.1%
63.0
47
<0.1%
64.0
32
<0.1%
65.0
19
<0.1%
66.0
58
<0.1%
67.0
94
0.1%
67.5
4
<0.1%
68.0
30
<0.1%
69.0
51
<0.1%
69.5
24
<0.1%
70.0
280
0.4%
70.5
34
<0.1%
LARGEST VALUES

100.0
1,878
2.4%
99.5
8
<0.1%
99.0
200
0.3%
98.5
32
<0.1%
98.0
245
0.3%
97.5
180
0.2%
97.0
298
0.4%
96.5
64
<0.1%
96.0
521
0.7%
95.5
110
0.1%
95.0
2,950
3.8%
94.5
200
0.3%
94.0
1,013
1.3%
93.5
206
0.3%
93.0
882
1.1%
ds_resultado
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

resultado
0.79
relative_interaction_percentile
0.11
zscore_interactions
0.10
edukrea_user_id
-0.09
median_resultado
-0.09
relative_views_percentile
0.08
login_consistency
0.06
skew_views
-0.06
kurtosis_views
-0.06
longest_inactivity_streak
-0.06
max_inactividad
-0.06
num_teacher_views_before_planned_start_date
-0.06
percent_interactive
-0.05
zscore_views
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

nivel
0.71
nivel_motivación
0.31
demuestra_confianza
0.29
participación_clase
0.20
género
0.13
actividades_extracurriculares
0.12
proyección_vocacional
0.12
apoyo_familiar
0.11
total_hermanos
0.11
estrato
0.09
interés_estudios_superiores
0.09
medio_transporte
0.09
teacher_nombre
0.08
intensidad
0.08
MOST FREQUENT VALUES

0.0
14,775
19.2%
1.0
3,811
5.0%
2.0
3,386
4.4%
5.0
3,380
4.4%
-1.0
3,247
4.2%
3.0
3,039
4.0%
-2.0
2,925
3.8%
-5.0
2,817
3.7%
-3.0
2,429
3.2%
4.0
2,131
2.8%
-4.0
1,813
2.4%
-10.0
1,804
2.3%
10.0
1,547
2.0%
6.0
1,515
2.0%
-7.0
1,340
1.7%
SMALLEST VALUES

-92.0
1
<0.1%
-85.5
1
<0.1%
-85.42857142857143
1
<0.1%
-85.0
1
<0.1%
-82.42857142857143
1
<0.1%
-80.0
2
<0.1%
-79.0
1
<0.1%
-78.0
1
<0.1%
-77.0
1
<0.1%
-75.5
1
<0.1%
-75.0
2
<0.1%
-74.39285714285714
1
<0.1%
-73.39285714285714
1
<0.1%
-73.0
2
<0.1%
-70.0
5
<0.1%
LARGEST VALUES

55.0
5
<0.1%
50.0
2
<0.1%
35.0
1
<0.1%
34.0
2
<0.1%
33.0
3
<0.1%
32.0
1
<0.1%
30.0
13
<0.1%
29.5
1
<0.1%
29.0
1
<0.1%
28.5
1
<0.1%
28.0
5
<0.1%
27.0
5
<0.1%
26.5
1
<0.1%
26.0
1
<0.1%
25.0
30
<0.1%